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www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 and theirApplications Suggested Price: 2005,6-1/8x9-1/4,696pp. January eBook ISBN:978-1-4822-1736-0 Print ISBN:978-1-58488-515-3 of thebook. computational andproofproblems.Hints andanswersareprovidedattheend exercises warm-up with begin that testfundamentalcomprehension, followedbyregularexercises, andboth chapter each of end the at sets Problem read. Each chapterincludesquickexercises designedtobeworked asthetextis section ofthebookendswithasynopsisimportantdefinitionsandtheorems. introduces groupslater, whenstudentshave gainedmoreexperience.Each theory, building on students’ familiarity with integers and polynomials. It Taking amorenaturalapproach thanothertexts,thisbookbeginswithring Denison University, Granville,Ohio,USA Todd Feil The ColoradoCollege,Springs,USA Marlow Anderson Rings, GroupsandFields,SecondEdition in AbstractAlgebra A FirstCourse Textbook Suggested Price: September 2013,6-1/8x9-1/4,444pp. Print ISBN:978-1-4665-9019-9 of fractaltheory, entropytheory, K algebra, operatortheory, andcombinatorics,offersnumerousapplications It also covers tools and methods from a variety of mathematical areas, including connectedwithdiscreteandcombinatorialmathematicalobjects. algebra theory problems. Thebookpresentsrecentresearch inoperator and inthecharacterizationsolutionofanalytic are used as tools in the analysis of graph-theoretic problems combinatorial objectscalleddirectedgraphs.Thesegraphs This book introduces the study of algebra induced by Saint AmbroseUniversity, Davenport,Iowa,USA Ilwoo Cho Algebras, Graphs Suggested Price: December 2013,7x10,597pp. Print ISBN:978-1-4665-6706-1 course adoption. teach first.Asolutionsmanualandfigureslidesareavailableuponqualifying covered independentlysoinstructorshaveflexibilityinchoosingwhichtopicto prove manyimportantconceptsingroupandringtheory. Ringsandgroupsare ready tobegintheinvestigation.Additionalactivitieshelpstudentsdiscoverand book begins with one or more preview activities to ensure that students are at theadvancedundergraduatelevel.Eachabstractalgebrainvestigationin This texttakesanactivelearningapproachtoteachingabstract/modernalgebra Series: Textbooks inMathematics Grand Valley StateUniversity, Allendale,Michigan,USA Jonathan K.Hodge,StevenSchlicker, andTheodoreA.Sundstrom BasedApproach An Inquiry Abstract Algebra Textbook $93.95 /£37.99 $99.95 /£63.99 $99.95 /£49.99

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Group Inverses of M-Matrices Group InversesofM-Matrices Suggested Price: July 2003,6-1/8x9-1/4,328pp.,SoftCover Print ISBN:978-1-58488-393-7 book. Asolutionsmanualisavailableuponqualifyingcourseadoption. outstanding introductiontotheintriguingconceptsofabstractalgebrathanthis classical topics.Thereissimplynomoreengaging,accessible, more technicalhistory, incorporatedseveralnewerproofs,andrevivedsome reorganized thematerialtoplaceconcretebeforeabstract.Healsoadded most popularfeaturesofthepreviouseditions,author andextendingthe modern approaches.Whilepreserving This editionbringsthepresentationinlinewithmore Series: Chapman&Hall/CRCMathematics University ofWarwick, Coventry, UK Ian Stewart Third Edition Galois Theory Textbook Suggested Price: November 2013,7x10,1752pp. Print ISBN:978-1-4665-0728-9 MATLAB It alsodescribessoftwarepackagesfor linearalgebracomputations,including numerical linearalgebra,andapplications oflinearalgebratovariousdisciplines. The bookencompassesthefundamentalsoflinearalgebra,combinatorial and from aspects of the subject to the frontiers of current research. elementary the very readers guides It format. handbook easy-to-use an in packages software algebra concepts,applications,andcomputational bestseller providescomprehensivecoverageoflinear Updated and expanded, the second edition of this Series: DiscreteMathematicsandItsApplications Iowa StateUniversity, Ames,USA Leslie Hogben Edited by Second Edition Handbook ofLinearAlgebra Suggested Price: December 2012,6-1/8x9-1/4,332pp. eBook ISBN:978-1-4398-8859-9 Print ISBN:978-1-4398-8858-2 inverses offervaluableinsightintoeachoftheseareas. Perron eigenvalueanalysis,andspectralgraphtheory. Theyshowhowgroup authors emphasizetheconnectionsbetweenproblemsarisinginMarkovchains, The areas. application several in M-matrices of inverses group the of utility and importance the highlights book self-contained this volume, single a into results graph theory, electricalnetworks,anddemographicmodels.Collectingdiverse not onlyinmatrixanalysis,butalsotheanalysisofstochasticprocesses, tools useful are M-matrices singular for inverses Group & NonlinearScience Series: Chapman&Hall/CRCAppliedMathematics Storrs, Connecticut,USA Michael Neumann National UniversityofIreland,Maynooth Stephen J.Kirkland and TheirApplications ® , Maple™,andMathematica $67.95 /£43.99 $169.95 /£108.00 $104.95 /£66.99 www.crcpress.com

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3 Algebra Near Rings, Fuzzy Ideals, Algebraic Number Fields and Graph Theory and Their Completions Bhavanari Satyanarayana Nancy Childress Acharya Nagarjuna University, Andra Pradesh, Arizona State University, Tempe, USA Series: Discrete Mathematics and Its Applications Algebra / Algebraic Geometry & Number Theory Algebra / Algebraic Geometry Kuncham Syam Prasad Manipal University, India This book integrates local and global theory to reflect Near ring theory has many applications in areas as a very modern view of algebraic number theory. This diverse as digital computing, sequential mechanics, approach is used whenever possible to make the automata theory, graph theory, and combinatorics. book as accessible as possible to readers with some Suitable for researchers and graduate students, this book provides readers with background in abstract algebra. The author uses contemporary notation and an understanding of near ring theory and its connection to fuzzy ideals and includes numerous examples and end-of-chapter exercises. Suitable for a course graph theory. It explores the relationship between near rings and fuzzy sets and on algebraic number theory or as background reading on class field theory, the between near rings and graph theory. The authors cover topics from recent book covers such topics as localization, ramification theory, norms, Minkowski literature along with several characterizations. theory, the unit group, cyclotomic fields, and Dedekind domains. Print ISBN: 978-1-4398-7310-6 Print ISBN: 978-1-4398-5251-4 eBook ISBN: 978-1-4398-7311-3 May 2014, 6-1/8 x 9-1/4, 352 pp. May 2013, 6-1/8 x 9-1/4, 480 pp. Suggested Price: $89.95 / £57.99 Suggested Price: $99.95 / £63.99

Textbook Textbook Practical Linear Algebra Computational Number Theory A Geometry Toolbox, Third Edition Abhijit Das Indian Institute of Technology, Kharagpur Gerald Farin Series: Discrete Mathematics and Its Applications Arizona State University, Tempe, USA Dianne Hansford Developed from the author’s popular graduate-level FarinHansford R&D, Paradise Valley, Arizona, USA course, this self-contained text presents a complete treatment of number-theoretic algorithms. Avoiding Through many examples and real-world applications, advanced algebra and requiring no prior experience this text teaches undergraduate-level linear algebra in a comprehensive, with number theory or sophisticated algebraic tools, the book covers many geometric, and algorithmic way. It provides a solid foundation for further work in computational aspects of number theory and highlights important and interesting math, engineering, science, computer graphics, and geometric modeling. Along engineering applications. With an emphasis on implementation issues, it uses with more exercises and applications, this third edition covers singular value the freely available number-theory calculator GP/PARI to demonstrate complex decomposition and its application to the pseudoinverse, principal components arithmetic computations. The text includes numerous examples and exercises analysis, and image compression. It also gives more attention to eigen-analysis, throughout and omits lengthy proofs, making the material accessible to students including eigenfunctions and the Google matrix, and emphasizes orthogonal and practitioners. A solutions manual and figure slides are available upon projections and matrix decompositions. qualifying course adoption. 4 Print ISBN: 978-1-4665-7956-9 Print ISBN: 978-1-4398-6615-3 eBook ISBN: 978-1-4665-7959-0 eBook ISBN: 978-1-4398-6618-4 August 2013, 7-1/2 x 9-1/4, 514 pp. March 2013, 6-1/8 x 9-1/4, 614 pp. Suggested Price: $89.95 / £57.99 Suggested Price: $89.95 / £57.99

The Separable Galois Theory Textbook of Commutative Rings Introduction to Second Edition Algebraic Geometry Andy R. Magid Justin Smith University of Oklahoma, Norman, USA Drexel University, Philadelphia, Pennsylvania, USA Series: Chapman & Hall/CRC Pure and Applied Mathematics Series: Textbooks in Mathematics

This book provides a thorough, self-contained Unlike other books on algebraic geometry, this text explanation of Galois theory of commutative rings. includes applications from various areas of mathematics, Requiring some background in commutative algebra and algebraic geometry, biology, and physics. Designed for advanced the book gives complete proofs of the main results of separable Galois theory. undergraduate and graduate students with an applied mathematics background, This edition includes a new chapter that offers background on separability and a the book develops most of the necessary commutative algebra. It describes all new chapter on categorical Galois theory that incorporates many developments of the algebraic and geometric concepts required for understanding algebraic in the field. The book also covers Boolean spectrum theory and the fundamental geometry. The author also presents a very recent and simpler proof of the groupoid. dimension of an affine variety. A solutions manual and figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4822-0805-4 May 2014, 6-1/8 x 9-1/4, 250 pp. Print ISBN: 978-1-4665-7246-1 Suggested Price: $109.95 / £68.99 May 2014, 6-1/8 x 9-1/4, 650 pp. Suggested Price: $89.95 / £44.99

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Suggested Price: December 2012,7x10,410pp. eBook ISBN:978-1-58488-731-7 Print ISBN:978-1-58488-730-0 practice. mesh generationmethodswhilealsoshowinghowthealgorithmsworkwellin both Covering meshes,thebookoffersarigoroustheoreticalanalysisof volume andsurface triangulations. Delaunay on material cutting-edge of amount Itisoneofthefirsttointegrateavast boundaries topiecewisesmoothsurfaces. in tackling complex geometric domains ranging from polyhedra with internal research, thisbookdemonstratesthepowerandversatilityofDelaunaymeshers Written byauthorsattheforefrontofmodernalgorithms Series: Chapman&Hall/CRCComputerInformationScience University ofCalifornia,Berkeley, USA Jonathan Shewchuk The OhioStateUniversity, Columbus,USA Tamal K.Dey Hong KongUniversityofScienceandTechnology Siu-Wing Cheng Delaunay MeshGeneration Suggested Price: May 2014,6-1/8x9-1/4,306pp. Print ISBN:978-1-4665-0584-1 computer sciencemethodsinsystems biology. reflects theauthor’s manyyearsofresearching, developing,andapplying models ofcellfunctions.With exercises andcomputationalmodels,thebook abstraction functionsandputtingthem intopracticeforbuildingpredictive formalisms ofsystemsbiology, emphasizing theirformalrelationshipsby of cellprocesses.Inaunifiedframework,itpresentsthedifferentmodeling theoretical computersciencetotacklethecomplexity This bookexplorestheuseof concepts andtoolsfrom & ComputationalBiology Series: Chapman&Hall/CRCMathematical INRIA ParisRocquencourt,France Francois Fages in SystemsBiology An IntroductiontoFormalMethods Formal CellBiology Suggested Price: October 2010,7x10,390pp. eBook ISBN:978-1-4398-1263-1 Print ISBN:978-1-4398-1262-4 to thelatestversionsofsoftwareareavailableonbook’s website. selected solutions in an appendix. A lab manual for Ruby and RubyLabs and links programming andincludesasetofexercises attheendofeachchapter, with and testingthemondifferentinputs.Itrequiresnopriorexperiencewith the applications, and text encouragesstudentstoexplorecomputingideasbyrunningprograms concepts science computer teach to projects hands-on real-world problems. Taking important anactivelearningapproachthatuses and interesting of variety a solve This text offers insight into how computation is used to Series: Chapman&Hall/CRCTextbooks inComputing University ofOregon,Eugene,USA John S.Conery An IntroductiontoComputerScience Explorations inComputing Textbook $93.95 /£59.99 $89.95 /£57.99 $83.95 /£55.99 www.crcpress.com

5 Algebraic Geometry & Number Theory / Algorithms & Complexity The Garbage Collection Handbook Textbook The Art of Automatic Memory Image Analysis, Classification Management and Change Detection in Richard Jones Remote Sensing University of Kent, Canterbury, UK Antony Hosking With Algorithms for ENVI/IDL, Purdue University, West Lafayette, Indiana, USA Second Edition Eliot Moss Morton J. Canty University of Massachusetts, Amherst, USA Juelich Research Center, Germany Series: Chapman & Hall/CRC Applied Algorithms and Data Structures This popular introduction to the processing of remote sensing imagery has This authoritative handbook brings together a wealth of knowledge gathered by been updated to include recent versions of the ENVI software environment. Algorithms & Complexity automatic memory management researchers and developers over the past 50 This edition covers support vector machines and other kernel-based methods. years. It addresses challenges to garbage collection made by recent advances in Illustrating many programming examples in the array-oriented language ID, it hardware and software. The authors compare the most important approaches covers basic Fourier, wavelet, principal components, and minimum noise fraction and state-of-the-art techniques in a single, accessible framework. They cover transformations; convolution filters, topographic modeling, image-to-image parallel, concurrent, and real-time garbage collection algorithms and explain registration, and ortho-rectification; image fusion; supervised and unsupervised some of the tricky aspects of garbage collection. An online bibliographic database land cover classification with neural networks; hyperspectral analysis; and includes over 2,500 garbage collection-related publications. multivariate change detection. A solutions manual is available upon qualifying course adoption. Print ISBN: 978-1-4200-8279-1 August 2011, 7 x 10, 511 pp. Print ISBN: 978-1-4200-8713-0 Suggested Price: $87.95 / £55.99 December 2009, 6-1/8 x 9-1/4, 471 pp. Suggested Price: $146.95 / £93.00 Textbook Textbook A Guide to Algorithm Design Machine Learning Paradigms, Methods, and Complexity Analysis An Algorithmic Perspective, Second Edition Anne Benoit Ecole Normale Supérieure de Lyon, France Stephen Marsland Massey University, Palmerston North, New Zealand Yves Robert Ecole Normale Supérieure de Lyon, Along with updating all chapters and Python code Institut Universitaire de France, and Université de Lyon, France examples, the second edition of this bestseller includes Frédéric Vivien new chapters on Gaussian processes, Boltzmann machines, and deep belief Ecole Normale Supérieure de Lyon, France networks. It also revises coverage of kernel methods and adds new material on Series: Chapman & Hall/CRC Applied Algorithms and Data Structures random forests and model selection. 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7 Algorithms & Complexity / Applied Mathematics Linear Programming and Spatial Mathematics Applied Mathematics / Combinatorics & Discrete Algorithms for Theory and Practice through Mapping Communication Networks Sandra Lach Arlinghaus University of Michigan, Ann Arbor, USA A Practical Guide to Network Design, Joseph J. Kerski Control, and Management Environmental Systems Research Institute, Eiji Oki Lakewood, Colorado, USA The University of Electro-Communications, Tokyo, Japan Spatial mathematics and analysis, two different Explaining how to apply mathematical programming approaches to scholarship, yield different results and to network design and control, this book fills the gap between mathematical employ different tools. This book explores both approaches to looking at real- programming theory and its implementation in communication networks. It world issues that have mathematics as a critical, but often unseen, component. provides an understanding of the fundamentals of mathematical programming Readers learn the mathematics required to consider the broad problem at hand, for communication networks all the way to more advanced concepts. Using the rather than learning mathematics according to the determination of a (perhaps) GNU Linear Programming Kit (GLPK) package, which is designed for solving artificial curriculum. This format motivates readers to explore diverse realms in linear programming and mixed integer programming problems, the book geography, mathematics, and their interfaces. A solutions manual is available explains typical problems, provides solutions for communication networks, and upon qualifying course adoption. includes practical algorithms and sufficient programs to encourage GLPK usage. Print ISBN: 978-1-4665-0532-2 Print ISBN: 978-1-4665-5263-0 eBook ISBN: 978-1-4665-0533-9 eBook ISBN: 978-1-4665-5264-7 June 2013, 6-1/8 x 9-1/4, 300 pp. August 2012, 6-1/8 x 9-1/4, 208 pp. Suggested Price: $99.95 / £63.99 Suggested Price: $125.95 / £81.00

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Combinatorics & Discrete Mathematics Anthony Ralston With exercises and research problems, this text highlights the connections among various discrete structures, Thoroughly revised for a one-semester course, this including graphs, directed graphs, hypergraphs, highly regarded book is an outstanding text for undergraduate discrete partial orders, finite topologies, and simplicial complexes. It also explores their mathematics. It has been updated with new or extended discussions of order relationships to classical areas of mathematics, such as linear and multilinear notation, generating functions, chaos, aspects of statistics, and computational algebra, analysis, probability, logic, and topology. The author explains how biology. Written in a lively, clear style, the book is unique in its emphasis on discrete structures have important applications in many areas inside and algorithmics and the inductive and recursive paradigms as central mathematical outside of combinatorics. He also discusses how to recognize valuable research themes. It presents a broad variety of applications from mathematics, computer connections through the structures. A solutions manual and figure slides are science, and the natural and social sciences. A solutions manual is available upon available upon qualifying course adoption. qualifying course adoption. Print ISBN: 978-1-4665-7941-5 Print ISBN: 978-1-56881-166-6 eBook ISBN: 978-1-4665-7943-9 January 2005, 7-1/2 x 9-1/2, 803 pp. June 2013, 6-1/8 x 9-1/4, 224 pp. Suggested Price: $104.95 / £66.99 Suggested Price: $79.95 / £49.99

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11 Combinatorics & Discrete Mathematics Handbook of Graph Theory Modern Stream Ciphers Second Edition Design and Analysis Edited by Thomas Johansson Jonathan L. Gross Lund University, Sweden Columbia University, New York, New York, USA Willi Meier Jay Yellen FHNW, Windisch, Switzerland Rollins College, Winter Park, Florida, USA Series: Discrete Mathematics and Its Applications Combinatorics & Discrete Mathematics Ping Zhang An increased interest in stream ciphers has recently been Western Michigan University, Kalamazoo, USA reflected in a number of applications, including securing Series: Discrete Mathematics and Its Applications environments with constrained resources in computing power and energy as The most comprehensive single-source guide to graph theory, the new edition well as areas where very high speed is required in software implementations. of this best-selling handbook covers the most current significant topics in graph This book covers symmetric cryptography and provides a basic understanding theory. Designed with non-experts in mind, this unified, authoritative book makes of stream ciphers and pseudo-random sequences for system design and information easy to find and easy to understand. Each chapter includes lists of implementation purposes. The authors discuss key stream ciphers, e-stream definitions and facts accompanied by examples, tables, remarks, a glossary, a competition, applications of stream ciphers, cryptanalysis, and various types of bibliography, and, in some areas, conjectures and open problems. attacks. Print ISBN: 978-1-4398-8018-0 Print ISBN: 978-1-4398-5034-3 December 2013, 7 x 10, 1608 pp. June 2014, 6-1/8 x 9-1/4, 456 pp. Suggested Price: $139.95 / £89.00 Suggested Price: $89.95 / £57.99

Introduction to Closure Systems New Directions of Robert E. Jamison Modern Cryptography Clemson University, South Carolina, USA Zhenfu Cao Series: Discrete Mathematics and Its Applications Shanghai Jiao Tong University, China

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The Geometry of Isosurfaces Special Relativity Geometry, Topology, & Algorithms Tevian Dray Rephael Wenger Oregon State University, Corvallis, USA The Ohio State University, Columbus, USA

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21 Mathematical Modeling Mathematical Modeling / Mathematics & Computational Imaging Lozi Mappings Modeling and Inverse Theory and Applications Problems in the Presence Zeraoulia Elhadj of Uncertainty University of Tébessa, H. Thomas Banks, Shuhua Hu, This book is a comprehensive collection of known results and William Clayton Thompson about the Lozi map, a piecewise-affine version of the North Carolina State University, Raleigh, USA Henon map. The Henon map is one of the most studied Series: Monographs and Research Notes in Mathematics examples in dynamical systems, but it is difficult to analyze This book is suitable for applied mathematicians, analytically. A simpler structure of the Lozi map makes it physicists, biomathematics, and engineers interested in deterministic models in more suitable for such analysis. The book not only presents a good introduction relation to stochastic models and their interactions. It covers two major types to the Lozi map and its generalizations but also summarizes important concepts of problems: modeling and inverse problems where one assumes that there is in dynamical systems theory. such as hyperbolicity, SRB measures, and attractor a precise mathematical model without a modeling error given by a dynamical types. system and another where the mathematical model itself is a major source of Print ISBN: 978-1-4665-8070-1 uncertainty and this uncertainty is propagated in time. eBook ISBN: 978-1-4665-8072-5 Print ISBN: 978-1-4822-0642-5 August 2013, 6-1/8 x 9-1/4, 338 pp. March 2014, 6-1/8 x 9-1/4, 300 pp. Suggested Price: $89.95 / £57.99 Suggested Price: $89.95 / £57.99

Textbook Textbook Mathematical Modeling Simulation of Dynamic Systems Models, Analysis and Applications with MATLAB® and Simulink® Sandip Banerjee Second Edition Indian Institute of Technology, Roorkee Harold Klee and Randal Allen This how-to guide offers a wide-ranging overview of University of Central Florida, Orlando, USA mathematical ideas and techniques that provide a number Employing the widely adopted MATLAB® and Simulink® of effective approaches to problem solving. Topics software packages, this best-selling book integrates covered include spatial and stochastic modeling. The text coverage of continuous simulation and the essential prerequisites in one resource. provides real-life examples of discrete and continuous mathematical modeling The text takes readers through the process of converting a mathematical model scenarios. MATLAB®, Mathematica®, and MatCont are incorporated throughout of a continuous or discrete system into a simulation model, exploring source the text. The examples and exercises in each chapter can be used as problems code implementation to convey the dynamic behavior of systems. This edition in a project. A solutions manual and figure slides are available upon qualifying expands coverage of common nonlinearities and introduces the Kalman filter. A course adoption. solutions manual and figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4398-5451-8 Print ISBN: 978-1-4398-3673-6 December 2013, 6-1/8 x 9-1/4, 272 pp. eBook ISBN: 978-1-4398-7778-4 Suggested Price: $89.95 / £57.99 22 February 2011, 7 x 10, 815 pp. Suggested Price: $154.95 / £99.00

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23 Mathematics for Biology & Medicine An Introduction Patterns in Excitable Media to Physical Oncology Genesis, Dynamics and Control Towards Transitional Application of S. Sridhar Multiscale Cancer Modeling Sitabhra Sinha Institute of Mathematical Sciences, Chennai, India Vittorio Cristini and Zhihui Wang University of New Mexico, Albuquerque, USA This book covers recent developments in the interdisciplinary field of dynamics and control of This book focuses on the new area of physical oncology,

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Textbook Pharmacokinetic and An Introduction to Systems Pharmacodynamic Data Analysis Biology Concepts and Applications, Design Principles of Biological Circuits Fourth Edition Uri Alon Johan Gabrielsson Weizmann Institute of Science, Rehovot, Israel Swedish University of Agricultural Sciences, Uppsala, Sweden Series: Chapman & Hall/CRC Mathematical & Computational Daniel Weiner Biology West Virginia University, Morgantown, USA

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Textbook Foundations of Finite Element Analysis of Interconnection Networks Composite Materials A. Yavuz Oruc Using Abaqus™ University of Maryland, College Park, USA Manish Kumar Shukla Ever J. Barbero Microsoft, Inc., Waltham, Massachusetts, USA West Virginia University, Morgantown, USA Series: Composite Materials Suitable for researchers and graduate students in computer science, electrical engineering, and applied mathematics, This text shows how powerful finite element tools address this book presents a concise yet complete account of the practical problems in the structural analysis of composites. Unlike other texts, this most significant results in interconnection network theory. The authors give the one takes the theory to a hands-on level by actually solving problems. It explains mathematical classification and characterization of key interconnection functions the concepts involved in the detailed analysis of composites, the mechanics of networks and establish their switching factor complexities using combinatorial needed to translate those concepts into a mathematical representation of the methods. The text leads readers through the historical development, covering physical reality, and the solution of the resulting boundary value problems using major contributions from Shannon, Clos, Benes, Cantor, Pinsker, and Margulis. It the commercial finite element analysis software Abaqus™. A solutions manual also explores recent results, such as quantum switching networks. and figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4665-5942-4 Print ISBN: 978-1-4665-1661-8 May 2014, 6-1/8 x 9-1/4, 300 pp. eBook ISBN: 978-1-4665-1671-7 Suggested Price: $89.95 / £57.99 April 2013, 7 x 10, 444 pp. Suggested Price: $119.95 / £76.99

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® functions,MATLAB 27 Mathematics for Engineering Mathematical Morphology Meshless Methods and in Geomorphology and GISci Their Numerical Properties Behara Seshadri Daya Sagar Hua Li Indian Statistical Institute, Bangalore Nanyang Technological University, Singapore

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Mathematical Techniques Multistage Separation for Wave Interaction with Processes Flexible Structures Fourth Edition Trilochan Sahoo Fouad M. Khoury Indian Institute of Technology, Kharagpur University of Houston, Texas, USA Series: IIT Kharagpur Research Monograph Building on the previous edition’s approach, this fourth This book presents a contemporary account of research edition covers the theory, mathematical models, and on various mathematical/numerical techniques to deal applications for a comprehensive list of processes. with the interaction of surface gravity waves with flexible floating/submerged Along with more examples and exercises, this edition revises all chapters, structures. It emphasizes the unique determination of the solution for a class adds several new sections, and includes an entirely new chapter on fluid-solid of physical problems associated with Laplace- or Helmholtz-type equations, operations. The book can be used as a textbook for undergraduate and graduate applications of the theory of ODEs and PDEs, Fourier analysis, and more. students or as a reference for practicing engineers in the process industry. It provides a toolkit for a large section of the scientific community, including Print ISBN: 978-1-4822-3054-3 mathematicians, physicists, and engineers working on fluid-structure interactions. May 2014, 6-1/8 x 9-1/4, 500 pp. Print ISBN: 978-1-4665-0604-6 Suggested Price: $169.95 / £108.00 eBook ISBN: 978-1-4665-0605-3 28 October 2012, 6-1/8 x 9-1/4, 242 pp. Suggested Price: $146.95 / £93.00

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29 Mathematics for Engineering Power Electronic Systems Advanced Counterparty Walsh Analysis with MATLAB® Risk Modeling, Valuation

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33 Mathematics for Finance / Mathematics for Physics Textbook A Level of Martin-Lof Elements of Quantum Randomness Computation and Bradley S. Tice Quantum Communication Advanced Human Design, Cupertino, California, USA Anirban Pathak This work addresses the notion of compression ratios greater than what has been known for random sequential While there are many available textbooks on quantum strings in binary and larger radix-based systems as applied information theory, most are either too technical for to those traditionally found in Kolmogorov complexity. beginners or not complete enough. Filling the gap, this A culmination of the author’s decade-long research that clear, self-contained introduction explores recent developments and open began with his discovery of a compressible random sequential string, the book questions in the field, prepares readers for further study, and helps them maintains a theoretical-statistical level of introduction suitable for mathematical understand more advanced texts and journal papers. Along with thought-

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35 Numerical Analysis & Mathematical Computation Desktop Grid Computing Introduction to High Edited by Performance Computing for Christophe Cerin Scientists and Engineers Université Paris XIII, Villetaneuse, France Georg Hager and Gerhard Wellein

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37 Numerical Analysis & Mathematical Computation Parallel Science XML in Scientific Computing and Engineering Applications C. Pozrikidis University of Massachusetts, Amherst, USA The Charm++ Approach Series: Chapman & Hall/CRC Numerical Analysis Edited by and Scientific Computing Laxmikant V. Kale and Abhinav Bhatele This book introduces XML to scientists and engineers University of Illinois, Urbana-Champaign, USA in a way that illustrates the similarities and differences Series: Computational Physics with traditional programming languages and suggests This volume highlights the use of Charm++ in a wide new ways of saving and sharing the results of scientific variety of scientific and engineering fields. It emphasizes the adaptivity, calculations. The author discusses XML in the context of asynchrony, and message-driven execution and proposes design choices for scientific computing, demonstrates how XSL can be used to perform various application development. With illustrative examples throughout, the text calculations, and explains how to create and navigate through XML documents ® describes associated tools, parallelization strategies, and parallel performance. using traditional languages, such as Fortran, C++, and MATLAB . A suite of Operations Research It also explains the requirements for writing any computational science and computer programs are available on the author’s website. engineering application, including those related to molecular dynamics, Print ISBN: 978-1-4665-1227-6 quantum chemistry, cosmological simulations and visualizations, and weather eBook ISBN: 978-1-4665-1228-3 simulations. September 2012, 6-1/8 x 9-1/4, 260 pp. Print ISBN: 978-1-4665-0412-7 Suggested Price: $73.95 / £46.99 November 2013, 6-1/8 x 9-1/4, 309 pp. Suggested Price: $89.95 / £57.99

The TOP500 Textbook History, Trendsand Future Directions in Analysis of Queues High Performance Computing Methods and Applications Hans Werner Meuer, Erich Strohmaier, Natarajan Gautam Jack Dongarra, and Horst D. Simon Texas A&M University, College Station, USA Series: Chapman & Hall/CRC Computational Science Series: Operations Research

This book provides the first comprehensive overview of Analysis of queues is used in a variety of domains, including the history over the past two decades, current trends, call centers, web servers, Internet routers, manufacturing and future directions of the TOP500 list in particular and production, telecommunications, transportation, and of high performance computing in general. The authors reflect on trends hospitals and clinics, restaurants, and theme parks. Combining elements of in computer architecture, parallelism, processor technology, interconnect classical queueing theory with recent advances in studying stochastic networks, technology, and operating systems that have shaped the field. this book contains numerous real-world examples and industrial applications. It is suitable for graduate students, researchers, consultants, and analysts in Print ISBN: 978-1-4398-1595-3 performance modeling or analysis. A solutions manual and figure slides are June 2014, 6-1/8 x 9-1/4, 300 pp. 38 available upon qualifying course adoption. Suggested Price: $89.95 / £57.99 Print ISBN: 978-1-4398-0658-6 eBook ISBN: 978-1-4665-6110-6 April 2012, 6-1/8 x 9-1/4, 802 pp. Suggested Price: $119.95 / £77.00

Using R for Numerical Analysis Applying Analytics in Science and Engineering A Practical Introduction Victor A. Bloomfield Evan S. Levine University of Minnesota, Minneapolis, USA Analytics Professional, New York, New York, USA Series: Chapman & Hall/CRC The R Series Covering the technical and professional skills needed This book shows how the free and open-source by analysts in the academic, private, and public sectors, R environment can be used as a powerful and this text systematically teaches novices how to apply comprehensive platform for the kinds of numerical algorithms to real data and how to recognize potential analysis that are traditionally employed by MATLAB®. pitfalls. It concentrates on the interpretation, strengths, With R code fully integrated, the book offers brief descriptions of basic and weaknesses of analytical techniques, along with challenges encountered by approaches and emphasizes detailed worked examples. It covers functions in analysts in their daily work. Example data sets used in the text are available for the base installation of R as well as those in contributed packages, which greatly download online so that readers can test their own analytic routines. enhance the numerical analysis capabilities of R. Print ISBN: 978-1-4665-5718-5 Print ISBN: 978-1-4398-8448-5 eBook ISBN: 978-1-4665-5719-2 June 2014, 6-1/8 x 9-1/4, 320 pp. June 2013, 6-1/8 x 9-1/4, 290 pp. Suggested Price: $89.95 / £57.99 Suggested Price: $69.95 / £44.99

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Suggested Price: July 2013,6-1/8x9-1/4,280pp. eBook ISBN:978-1-4398-6821-8 Print ISBN:978-1-4398-6820-1 in smoothaswellnonsmoothsettings. second partoffersinsightintovariationalinequalitiesandoptimizationproblems of thebookfocusesongeneralizedconvexityandmonotonicity. The part first The problems. fixed-point and problems, complementarity problems, various classes of problems, such as systems of nonlinear equations, optimization inequality problemsdefinedbyabifunction.Itdeepensreaders’understandingof inequalities together. This book covers all three topics, including new variational Until now, nobookaddressedconvexity, monotonicity, andvariational Satyawati College,UniversityofDelhi,India Monika Mehta University ofDelhiSouthCampus,India C.S. Lalitha Aligarh MuslimUniversity, India Qamrul HasanAnsari Nonsmooth Optimization Inequalities, and Nonsmooth Variational Generalized Convexity, Suggested Price: 2014,6-1/8 x9-1/4,304pp. January Print ISBN:978-1-4822-2233-3 The bookalsoconsidersrelatedtopics, suchasoperatorfixed-pointmethods. optimization. in methods fixed-point auxiliary of examples several of discussion function methodstoa The coveragemovesfromanintroductionofauxiliary methods andincludesproblemsthroughoutthetext. The authorpresentsthetheoreticalsideofinverse stemming frominverseproblemsandrelatedissues. This bookcoversiterativeoptimizationmethods Series: MonographsandResearch NotesinMathematics University ofMassachusetts,Lowell,USA Charles L.Byrne in InverseProblems Iterative Optimization Suggested Price: September 2013,6-1/8x9-1/4,362pp. eBook ISBN:978-1-4398-6264-3 Print ISBN:978-1-4398-6263-6 solutions manualandfigureslidesareavailableuponqualifyingcourseadoption. MATLAB® exercises, withthecodeavailableonbook’s CRCPresswebpage.A contains financialoptimizationcasestudies,anextensivebibliography, and andmethods.Thetext a rigorousdevelopmentoflinearprogrammingtheory stochastic linearprogrammingandrobustoptimization.Theauthoroffers uncertainty. Itincludestwomajorwaysofincludingparameteruncertainty: linear programmingthatdiscussestheimportantwaystomitigateparameter bookon This bookfillstheneedforanintroductory Series: OperationsResearch University ofToronto, Ontario,Canada Roy H.Kwon with MATLAB Optimization andExtensions Introduction toLinear Textbook $99.95 /£63.99 $99.95 /£63.99 $99.95 /£63.99 www.crcpress.com ®

39 Operations Research Textbook Reliability and Maintenance Linear Programming with Duals Networks and Systems Operations Research & Applications / Probability Theory A Modern Exposition Frank Beichelt University of Witwatersrand, Johannesburg, South Africa Craig A. Tovey Georgia Institute of Technology, Atlanta, USA Peter Tittmann University of Applied Sciences Mittweida, Germany This textbook presents a theoretical treatment of linear programming, network flows and applications, integer This work gives an up-to-date presentation of system programming, and computational complexity. The and network reliability analysis as well as maintenance author includes a rigorous discussion of theory, numerous planning with a focus on applicable models. It presents examples and exercises, and geometric intuitive explanations. He also offers state-of-the-art research in key areas of reliability and maintenance theory and computational tips and interpretation of software input. Unlike other books, this includes numerous examples and exercises. The book focuses on three key text incorporates duality throughout its chapters, rather than treating it as an interconnected aspects of reliability theory: binary systems, network reliability, add-on topic. A solutions manual and figure slides are available upon qualifying and maintenance models. Every chapter starts with theoretical foundations and course adoption. basic models and leads to more sophisticated models and ongoing research. Print ISBN: 978-1-4398-8746-2 Print ISBN: 978-1-4398-2635-5 February 2014, 6-1/8 x 9-1/4, 480 pp. eBook ISBN: 978-1-4398-2636-2 Suggested Price: $99.95 / £63.99 May 2012, 6-1/8 x 9-1/4, 344 pp. Suggested Price: $104.95 / £66.99

Optimization with Maple Textbook for Engineers and Scientists Value-Added Decision Making Janos D. Pinter for Managers Ozyegin University, Istanbul, Turkey Kenneth Chelst Written by one of the main developers of the Global Wayne State University, Detroit, Michigan, USA Optimization Maple™ Toolbox, this book uses Yavuz Burak Canbolat the Maple 13 computing system as an advanced Abbott Laboratories, Abbott Park, Illinois, USA multipurpose modeling and optimization environment. Developed from the authors’ longstanding course on It reviews the necessary components of Maple that decision and risk analysis, this text explores the important serve as the basic building blocks of optimization models and discusses how to interaction between decisions and management action and clarifies the barriers develop various models with Maple. A large number of numerical examples and to rational decision making. The authors analyze strengths and weaknesses of case studies highlight the use of Maple in various application situations. the best alternatives and numerous examples highlight real-world situations from Print ISBN: 978-1-4398-3907-2 everyday life, public policy, and industry. Software tutorials and other material June 2014, 6-1/8 x 9-1/4, 320 pp. are available on the book’s website. Figure slides are available upon qualifying Suggested Price: $89.95 / £57.99 course adoption. Print ISBN: 978-1-4200-7572-4 eBook ISBN: 978-1-4200-7576-2 40 October 2011, 7 x 10, 578 pp. Suggested Price: $146.95 / £93.00

Textbook Textbook Probability Foundations Applied Stochastic Processes for Engineers Ming Liao Auburn University, Alabama, USA Joel A. Nachlas Virginia Polytechnic Institute and State University, A concise, graduate-level treatment, this text emphasizes Blacksburg, USA applications and practical computation and establishes Suitable for a first course in probability theory, this textbook the complete mathematical theory in an accessible way. It covers theory in an accessible manner and includes covers Poisson processes, renewal processes, discrete- and numerous practical examples based on engineering continuous-time Markov chains, and Brownian motion. It applications. An important aspect of the text is the fact that examples are not also offers an introduction to stochastic differential equations. While the main presented in terms of “balls in urns.” Many examples relate to gambling with applications described are queues, the book also considers other examples, such coins, dice, and cards but most are based on observable physical phenomena as the mathematical model of a single stock market. A solutions manual and familiar to engineering students. A solutions manual and figure slides are figure slides are available upon qualifying course adoption. available upon qualifying course adoption. Print ISBN: 978-1-4665-8933-9 Print ISBN: 978-1-4665-0299-4 eBook ISBN: 978-1-4665-8935-3 eBook ISBN: 978-1-4665-1126-2 July 2013, 6-1/8 x 9-1/4, 208 pp. May 2012, 6-1/8 x 9-1/4, 184 pp. Suggested Price: $79.95 / £49.99 Suggested Price: $129.95 / £82.00

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Differential Entropy Suggested Price: June 2014,6-1/8x9-1/4,250pp. Print ISBN:978-1-4665-7080-1 adoption. MATLAB®, or Mathematica®. Figure slides are available upon qualifying course the main text. Students are encouraged to write computer programs using C++, minimum. Anytechnicalmaterialiscoveredinsectionsthatareseparatefrom author presentsthematerialin a naturalorder and keeps technicalideastoa finance. Avoiding the measure-theoretic formalism, the graduate studentsinmathematics,economics,and stochastic calculus to advanced undergraduate and This text balances accessibility and rigor in teaching University ofChicago,Illinois,USA F.Gregory Lawler Calculus withApplications Introduction toStochastic Textbook Suggested Price: November 2013,6-1/8x9-1/4,226pp. Print ISBN:978-1-4665-8316-0 entropy inseveralareas. function ofthemodelvariance.Theyalsoexploreapplicationdifferential and derivingdifferentialentropy, andshowhowdifferential entropy variesasa entropy fornumerousprobabilitymodels,discusschallengeswithinterpreting discrete anddifferentialentropy. Theypresentdetailedderivationsofdifferential block ofentropy. Theauthorsthencarefullyexplainboth asitenablesanunderstandingofthecorebuilding theory differential entropy. Thebookfirstreviewsprobability background material,derivations,andapplicationsof Unlike related books, this handbook brings together and FrankBucholtz Joseph Victor Michalowicz, JonathanM.Nichols, Handbook of Suggested Price: 2014,6-1/8x9-1/4,232pp. February Print ISBN:978-1-4200-6067-6 qualifying courseadoption. sets andabibliography. Asolutionsmanualandfigureslidesareavailableupon and generatedatatocomparemeasurements.Eachchapterincludesproblem stochastic models.Italsoexplainshowtosimulatethemodelscomputationally shows studentshowanalyticaltoolsareusedtodevelopandsolvediscrete requires modelsthatgobeyondwhatarefeaturedinexistingtexts.Thistext Describing thecharacteristicsofdatageneratedbymanycomplexsystems Series: GraduateStudentSeriesinPhysics Consultant OpticalPhysicist,UK Kevin D.Ridley University ofNottingham,UK Keith IainHopcraftandEricJakeman and SeriesofEvents Discrete Populations The Dynamicsof Textbook $59.95 /£38.99 $79.95 /£49.99 $79.95 /£49.99

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41 Real, Complex, & Functional Analysis The Divergence Theorem Higher Order Derivatives and Sets of Finite Perimeter Satya Mukhopadhyay University Teachers Co-op, Burdwan, India Washek F. Pfeffer Series: Monographs and Surveys in Pure and Applied Mathematics University of California, Davis, USA Series: Chapman & Hall/CRC Pure and Applied Mathematics Since higher order derivatives are useful in many places, nth order derivatives are often defined directly. These This book presents a detailed development of the derivatives are more general than the ordinary derivative divergence theorem. The framework is that of Lebesgue and are useful in many purposes. This book discusses integration—no generalized Riemann integrals of Real, Complex, & Functional Analysis higher order derivatives and the relations among them. It Henstock–Kurzweil variety are involved. The first part covers higher order generalized derivatives, including Peano, d.l.V.P., symmetric of the book establishes the divergence theorem by a combinatorial argument and unsymmetric Riemann, symmetric and unsymmetric Cesàro, symmetric and involving dyadic cubes. Only elementary properties of the Lebesgue integral unsymmetric Borel, symmetric and unsymmetric LP, symmetric and unsymmetric and Hausdorff measures are used. The second part introduces the sets of finite Laplace, and Abel derivatives. perimeter and the last part proves the general divergence theorem for bounded vector fields. Print ISBN: 978-1-4398-8047-0 eBook ISBN: 978-1-4398-8048-7 Print ISBN: 978-1-4665-0719-7 January 2012, 6-1/8 x 9-1/4, 220 pp. eBook ISBN: 978-1-4665-0721-0 Suggested Price: $104.95 / £66.99 April 2012, 6-1/8 x 9-1/4, 259 pp. Suggested Price: $104.95 / £66.99

Fixed Point Theory, Variational Improper Riemann Integrals Analysis, and Optimization Ioannis Roussos Hamline University, Saint Paul, Minnesota, USA Edited by Saleh Abdullah R. Al-Mezel This graduate-level book helps readers understand Falleh Rajallah M. Al-Solamy the improper or generalized Riemann integral, its University of Tabuk, Saudia Arabia convergence, and its application. The book demonstrates the usefulness of advanced mathematical tools and the Qamrul Hasan Ansari Aligarh Muslim University, India Riemann integral. Requiring experience with calculus and real analysis, it explains the concepts involved by This book provides the basic theory of directional presenting sufficient theory and a number of pertinent theorems. Unlike related derivatives and monotonicity required for the understanding of the theory texts, this one examines the relatively unknown Frullani integral in various ways. of variational inequality problems. In three parts, it covers fixed point theory, Print ISBN: 978-1-4665-8807-3 variational inequalities, and vector optimization. People working in nonlinear December 2013, 6 x 9, 688 pp. analysis, optimization theory, variational inequalities, and mathematical Suggested Price: $99.95 / £63.99 economics would benefit from this book. It can also be used as a textbook for postgraduate students involved in nonlinear analysis and optimization. Print ISBN: 978-1-4822-2207-4 42 March 2014, 6-1/8 x 9-1/4, 340 pp. Suggested Price: $129.95 / £82.00

A Functional Analysis Framework Textbook for Modeling, Estimation Introduction to Analysis and Control in Science Steven G. Krantz and Engineering Washington University, St. Louis, Missouri, USA Most related textbooks transition students from the H.T. Banks mathematics of calculations to the concept of proofs North Carolina State University, Raleigh, USA through intuition. This introduction minimizes the This work presents functional analysis as a tool for amount of intuition built into the subject. Suitable for understanding and treating distributed parameter a one-semester undergraduate course, the text also systems. Drawing on his extensive research and teaching from the past 20 years, addresses the central question of determining the certainty provided by pure the author explains how functional analysis can be the basis of modern PDE and mathematics. The book includes “check your understanding” sections and many DDE techniques. He covers many recent applications of functional analysis in HIV examples. A solutions manual, instructor’s manual, and figure slides are available models, noncooperative games, structured population models, electromagnetic upon qualifying course adoption. materials, delay systems, and control and inverse problems. He also addresses Print ISBN: 978-1-4822-2074-2 computational aspects of select problems/applications. June 2014, 6-1/8 x 9-1/4, 450 pp. Print ISBN: 978-1-4398-8083-8 Suggested Price: $69.95 / £44.99 eBook ISBN: 978-1-4398-8084-5 June 2012, 6-1/8 x 9-1/4, 280 pp. Suggested Price: $83.95 / £51.99

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43 Recreational Mathematics & Popular Science A Cultural History of Physics Origami Design Secrets Károly Simonyi Mathematical Methods for an An- Written by Hungarian scientist and engineer Károly cient Art, Second Edition Simonyi, this classic and comprehensive history of Robert J. Lang physics has been translated and updated to offer www.langorigami.com, Alamo, California, USA

Recreational Mathematics & Popular Science a wide-ranging, in-depth account of the science of physics and an insightful interpretation of the Written by a world-renowned origamist, this work cultural context in which these experimental presents the mathematical and design principles discoveries and conceptual interpretations used to create original origami. Drawing on his own developed. A wealth of original sources and illustrations allow readers to get designs, the author illustrates the techniques with involved in an intellectual dialogue with the great scientific minds that created folding instructions. Highly advanced models are included at the end of the our understanding of the physical world. book. This second edition presents several new chapters on polygon packing and box pleating as well as improved illustrations throughout. Print ISBN: 978-1-56881-329-5 eBook ISBN: 978-1-4665-5837-3 Print ISBN: 978-1-56881-436-0 January 2012, 10 x 11, 636 pp. eBook ISBN: 978-1-4398-6774-7 Suggested Price: $61.95 / £39.99 October 2011, 8-1/2 x 11, 770 pp., Soft Cover Suggested Price: $62.95 / £40.99

Do I Count? Origami Tessellations Stories from Mathematics Awe-Inspiring Geometric Designs Günter M. Ziegler Eric Gjerde Freie Universität Berlin, Germany In this book, the author demonstrates 25 of his In this entertaining book of mathematical stories, the favorite arrangements and turns them into projects well-known and highly esteemed author provides a for newcomers as well as experienced origamists. surprisingly entertaining tour of unfamiliar territory. With step-by-step instructions, illustrated crease Taking readers on a trip into the world of mathematics, patterns, and how-to photos, the book shows how he describes in a clear and captivating way the people to create these wonderful designs. The author behind the numbers and the places where mathematics is made. Forgoing covers the fundamentals of origami tessellations, provides history, and describes esoteric areas, the text relates mathematics to celebrities, history, travel, politics, simple beginning techniques. An extensive gallery showcases tessellations folded science and technology, weather, clever puzzles, and the future. by the world’s leading origami fine artists. Print ISBN: 978-1-4665-6491-6 Print ISBN: 978-1-56881-451-3 eBook ISBN: 978-1-4665-6492-3 eBook ISBN: 978-1-4398-7107-2 July 2013, 6 x 9, 226 pp., Soft Cover December 2008, 8.5 X 10, 128 pp., Soft Cover 44 Suggested Price: $29.95 / £18.99 Suggested Price: $26.95 / £18.99

Mathematical Card Magic Ornamental Origami Fifty-Two New Effects Exploring 3D Geometric Designs Colm Mulcahy Meenakshi Mukerji Spelman College, Atlanta, Georgia, USA A great resource for people who enjoy polyhedra, Featuring numerous original creations, this book presents symmetry, geometry, mathematics, and origami, this an entertaining look at mathematically based card tricks. book presents step-by-step folding instructions for Each chapter contains four card effects, generally starting over 40 models. Readers learn about polyhedra while with simple applications of a particular mathematical making the models and are encouraged to design their principle and ending with more complex ones. Practice own models. Although the book is for intermediate a handful of the introductory effects and, in no time, you’ll establish your folders, beginners are encouraged to try because origami basics are explained. reputation as a “mathemagician.” Delve a little deeper into each chapter and The diagrams are easy to follow and each model is accompanied by breathtaking the mathematics gets more interesting. The author explains the mathematics as finished model photographs. needed in an easy-to-follow way. Print ISBN: 978-1-56881-445-2 Print ISBN: 978-1-4665-0976-4 eBook ISBN: 978-1-4398-7108-9 eBook ISBN: 978-1-4665-0978-8 November 2008, 8-1/2 x 11, 154 pp., Soft Cover September 2013, 7 x 10, 380 pp. Suggested Price: $26.95 / £18.99 Suggested Price: $29.95 / £19.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested Price: June 2012,6x9,220pp. eBook ISBN:978-1-4398-6767-9 Print ISBN:978-1-56881-721-7 Benford’s lawincomputerdesignandfrauddetection. with imperfect recall, non-zero-sum games, Newcomb’s paradox, and the use of decision making,envelopeproblems,Parrondo’s paradox,problemsassociated algebraic operations,thebookcoversrolesofaversionandriskinrational the legitimacy of the applications. Requiring only an understanding of basic unexpected contradictionsmaypushonetoreconsider of mathematicalexpectationandshowshowthese applications associated withseeminglystraightforward This worktakesreadersthroughmathematicalparadoxes El CaminoCollege,Torrance, California,USA Leonard M.Wapner Ball Crystal The CuriositiesofaMathematical Unexpected Expectations Suggested Price: April 2008,7-1/2x9-1/4,448pp. Print ISBN:978-1-56881-220-5 one another. onthreelevelsthatbuild analytical, andmathematicalaspectsofsymmetry in numerousgeometricenvironments.Itaddressesthephenomenological, thatallowsthedescriptionandclassificationofsymmetries ofsymmetry theory book developsacomprehensivemathematical mathematicians, and researchers, thisrichlyillustrated for alongtime.Suitablegeneralreaders,artists, described, andanalyzedusingmathematicalconcepts art, science,andnaturethathasbeen captured, isafundamentalphenomenonin Symmetry and ChaimGoodman-Strauss John H.Conway, HeidiBurgiel, The SymmetriesofThings Suggested Price: December 2012,8x10,364pp.,SoftCover eBook ISBN:978-1-4665-8004-6 Print ISBN:978-1-4665-6791-7 for instructors. the activitymightfit,includeshandoutsforclassroomuse,andprovidesnotes solutions andteachingtipsforallactivities.Eachactivitylistscoursesinwhich this updated and expanded edition now includes 30 activities and offers better fields ofalgebra,numbertheory, andcombinatorics. With over100newpages, tothe variety ofmathematicaltopics,fromthemoreobviousrealmgeometry flexible, a topics. Ithelpsreadersseehoworigamiintersectsa presents origami-math learning to text approach discovery-based classroom-tested This Thomas Hull Second Edition Activities forExploringMathematics, Project Origami Textbook $41.95 /£26.99 $79.95 /£51.99 $52.95 /£33.99

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Automation ofLogic Suggested Price: May 2013,6x9,276pp. eBook ISBN:978-1-4665-8424-2 Print ISBN:978-1-4665-0864-4 qualifying courseadoption. are actuallyextremelyconnectedto each other. Figureslidesareavailableupon of knowledge. It also explores how problems seemingly unrelated on the surface their mathematicalinsight,regardlessofinitiallevel problem solvingcanbefunandhowstudentsimprove easily andelegantly. Thebookshowshowmathematical more insightfulfashion,canyieldthesolutionmuch waybutifapproachedina a traditional,straightforward tediousandtimeconsumingwhentackledin can bevery that problems”—problems “Gauss on focuses text This Dean Hathout Wearing Gauss’s Jersey Suggested Price: July 1996,8x10,296pp.,SoftCover Print ISBN:978-0-412-60610-6 full includes It debate. spark solutions tomanyoftheexercises. to intended are that answers clear-cut without range fromroutinepracticeproblemstoratherdifficultones,including some that exercises of wealth a provides text the self-study, for designed Specifically with using sets, function, basic logic, and the fundamentals of real analysis. arise fromthetheory. Itassumessomeexperience and enablesthemtotacklesignificantproblemsthat resultsofsettheory grounding intherevolutionary This textbook supplies students with sufficient Open University, UK Derek Goldrei For GuidedIndependentStudy Classic SetTheory Textbook Suggested Price: May 2014,6-1/8x9-1/4,400pp. Print ISBN:978-1-4398-7535-3 solutions manualisavailableuponqualifyingcourseadoption. Supplemental materialsandresources areprovidedonthebook’s websiteanda implementation contains chapter methods, historicalbackground,suggestionsforfurtherreading,andsoftware. Each applications. real-world includes and It alsocoversdecisionproceduresforcertaintheories superposition calculusandrelatedrewritingtechniques. art introductiontotheautomationoflogic.Itfocuseson state-of-the- a provides book this issues, implementation Presenting first-order and propositional methods as well as Series: Chapman&Hall/CRCStudiesinInformatics Max PlanckInstituteforInformatics,Saarbrucken,Germany Christoph Weidenbach $24.95 /£18.95 $83.95 /£51.99 $89.95 /£57.99 www.crcpress.com

45 Recreational Mathematics & Popular Science / Set Theory & Logic Textbook Textbook Computability Theory Introduction to Second Edition Mathematical Proofs S. Barry Cooper A Transition University of Leeds, UK Charles E. Roberts, Jr. Series: Chapman & Hall/CRC Mathematics Indiana State University, Terre Haute, USA Designed for advanced undergraduate or beginning Series: Textbooks in Mathematics graduate students, this second edition includes new This accessible book teaches how to reason logically, read material on hyperarithmetical and Borel sets as well as proofs critically, and write valid mathematical proofs. It facilitates a smooth more material on computability of structures, Pi-0-1 classes, and computability transition from courses designed to develop computational skills and problem- in science. It features an expanded treatment of complexity of computations and solving abilities to courses that emphasize theorem proving. The text proves updated future directions in computability. The author also discusses advanced many theorems from different areas in mathematics, provides a thorough topics in greater depth, including Post’s problem, forcing and category, Set Theory & Logic Set Theory presentation of logic, and develops integers from natural numbers, rational applications of determinacy, and the computability of theories. Figure slides are numbers from integers, and real numbers from rational numbers. It includes available upon qualifying course adoption. numerous examples and exercises, along with a solutions manual upon qualifying Print ISBN: 978-1-4398-3843-3 course adoption. April 2014, 6-1/8 x 9-1/4, 506 pp. Print ISBN: 978-1-4200-6955-6 Suggested Price: $79.95 / £34.99 eBook ISBN: 978-1-4665-7897-5 June 2009, 6-1/8 x 9-1/4, 433 pp. Suggested Price: $104.95 / £67.99

Textbook Textbook Elements of Advanced Introduction to Set Theory Mathematics Third Edition, Revised and Expanded Third Edition Karel Hrbacek City College of New York, USA Steven G. Krantz Washington University, St. Louis, Missouri, USA Thomas Jech The Pennsylvania State University, State College, USA Continuing to bridge computationally oriented Series: Chapman & Hall/CRC Pure and Applied Mathematics mathematics with more theoretically based mathematics, this best-selling text provides a path for students to understand the rigor, This text covers the basics: relations; functions; orderings; finite, countable, axiomatics, set theory, and proofs of mathematics. This third edition adds four and uncountable sets; and cardinal and ordinal numbers. It provides five new new chapters on point-set topology, theoretical computer science, the P/NP self-contained chapters, consolidates the material on real numbers into a single problem, and zero-knowledge proofs and RSA encryption. It also includes more updated chapter affording flexibility in course design, supplies end-of-section exercises sets in each chapter, expanded treatment of proofs, and new proof problems of varying degrees of difficulty, includes new material on normal forms techniques. A solutions manual and figure slides are available upon qualifying and Goodstein sequences, and adds important ideas, including filters, ultrafilters, course adoption. closed unbounded and stationary sets, and partitions. Print ISBN: 978-1-4398-9834-5 Print ISBN: 978-0-8247-7915-3 46 eBook ISBN: 978-1-4398-9843-7 June 1999, 6 x 9, 310 pp. March 2012, 6-1/8 x 9-1/4, 367 pp. Suggested Price: $98.95 / £62.99 Suggested Price: $93.95 / £46.99

Textbook Limits of Computation Introduction to An Introduction to the Mathematical Logic Undecidable and the Intractable Fifth Edition Edna E. Reiter and Clayton Matthew Johnson California State University East Bay, Hayward, USA Elliott Mendelson Queens College, Flushing, New York, USA This book offers a gentle introduction to the theory of Series: Discrete Mathematics and Its Applications computational complexity. It explains the difficulties of computation, addressing problems that have no algorithm Retaining all the key features of its predecessors, this fifth at all and problems that cannot be solved efficiently. The edition of a long-established, best-selling text includes a new section covering text assumes no prior knowledge of automata, advanced algorithmic analysis, basic ideas and results about nonstandard models of number theory, a second and formal languages. Each chapter presents the fundamentals, examples, appendix that introduces modal propositional logic, an expanded bibliography, complete proofs of theorems, and a wide range of exercises. PowerPoint slides and additional exercises and selected answers. It continues to cover propositional are available for download on the book’s CRC Press web page. logic, first-order logic, first-order number theory, axiomatic set theory, and the theory of computability. It also discusses the major results of Gödel, Church, Print ISBN: 978-1-4398-8206-1 Kleene, Rosser, and Turing. eBook ISBN: 978-1-4398-8207-8 October 2012, 6-1/8 x 9-1/4, 279 pp. Print ISBN: 978-1-58488-876-5 Suggested Price: $93.95 / £59.99 eBook ISBN: 978-1-4398-8989-3 August 2009, 6-1/8 x 9-1/4, 469 pp. Suggested Price: $98.95 / £43.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Three-Dimensional Space Suggested Price: March 2014,7x10,350pp.,SoftCover Print ISBN:978-1-4665-1490-4 qualifying courseadoption. for constructingproofs.Asolutions manual and figureslides areavailableupon mathematicians adoptinprovingtheir results,andoffersadvicestrategies the natureofmathematicalproof,exploresvarioustechniques that enhances theirabilitytoconstructcorrectproofsofown.Thebookdescribes variety of courses or for self-study, this text helps students understand proofs and and constructingtheirownproofs.Suitablefora Students oftenhavedifficultiesinunderstandingproofs Surrey, UK Rowan Garnier University ofBrighton,UK John Taylor Mathematical Proof Understanding Textbook Suggested Price: September 2013,6x9,450pp. Print ISBN:978-981-4411-50-9 relations; andapplications. inferences three-variable space; of through products,sums,subtractions,anddivisions;generalizationtonvariables; description structural the discusses book inferences. Mereologicalinferencescanalsobeeasilytreatedinthisway. The two-premise and three-variable to reduced mechanically logic byshowingthatanykindofinferencecanbe representing statements.Itcoversthefieldoftraditional through arithmeticoperationsonastringofnumbers This bookexploreshowtobuildmechanicalinferences University ofCassino,Italy Gennaro Auletta Mechanical Logicin Suggested Price: December 2013,7x10,208pp.,SoftCover Print ISBN:978-1-4822-1600-4 are availableuponqualifyingcourseadoption. with students material.Asolutionsmanual,instructor’sunnecessary manual,andfigureslides overwhelming avoids and language easy-to-follow uses author philosophical andhistoricalissues,puttingthemathematicsintocontext.The examples andexercises. Remarksscatteredthroughoutthetextaddressvarious in algebra, geometry, and calculus from scratch in a non-circular way using many topics on builds It course. undergraduate-level one-semester a for mathematics Minimizing theroleofintuition,thistextprovidesanintroductiontopure University ofNewMexico,Albuquerque,USA Alexandru Buium A MinimalIntroduction Mathematics Textbook $59.95 /£29.99 $149.95 /£95.00 $49.95 /£32.95

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Textbook Suggested Price: December 2011,6x9,240pp.,SoftCover Print ISBN:978-1-4665-0519-3 computer. modern the of precursor process—the any out carry to programmed be could processes andtheirpotential,whichledtothedevelopmentofamachinethat It alsocoversAlanTuring’s novelunderstandingofthenaturealgorithmic to come to grips with the infinite. and the pitfalls of trying of logicalreasoning.Thebookchroniclestheexhilaration These are the people who investigated the why and how remarkable people,theirideas,anddiscoveries. This bookchroniclesthefascinatinglivesofseven Martin Davis Turing Edition Centenary The RoadfromLeibniztoTuring, The UniversalComputer Suggested Price: April 2014,6-1/8x9-1/4,300pp. Print ISBN:978-1-4398-1247-1 of variousmolecularcomponentsthe cell. tothestructure present newapplicationsandcasestudies,fromdrugdiscovery efforts inthedatacleaningfieldtocombatsuchproblems.Theauthors also modeling issuesinthesedatabases,addressingdataqualityaswell as and microarraydatabases.Thetextdiscussesinformationmanagement and protein sequence, phylogenetic, structure and pathway, geneticand populardatabases,includingprimary surveys bioinformatics andcheminformaticsdatabaseusers.It This bookexplainstheworldofdatabasesystemsto University ofMontclair, NewJersey, USA Katherine G.Herbert New JerseyInstituteofTechnology, Newark,USA Jason T.L. Wang Bioinformatics DatabaseSystems Suggested Price: May 2014,6-1/8x9-1/4,250pp. Print ISBN:978-1-4665-6550-0 are availableuponqualifyingcourseadoption. illustrate that studies case applications of next-generation sequencing. A solutions manual and figure presents slides also It data. sequencing next-generation to summarizesomuchdata.Thistextdescribesthealgorithmsforprocessing challenges, suchashowtoprocessvastamountsofdataefficientlyand genome onalargescale,butitalsointroducesnew Sequencing technologyenablesustostudyour & ComputationalBiology Series: Chapman&Hall/CRCMathematical National UniversityofSingapore Wing-Kin Sung Next-Generation Sequencing Algorithms for $31.95 /£20.99 $79.95 /£49.99 $79.95 /£49.99 www.crcpress.com

47 Set Theory & Logic / Bioinformatics & Statistical Genetics Bioinformatics Ethics Computational and Gary Skuse Visualization Techniques for Rochester Institute of Technology, New York, USA Structural Bioinformatics Highlighting the many challenges of bioinformatics, specifically data access, security, confidentiality, and using Chimera propriety, this timely book considers the changing Forbes J. Burkowski ethical demands of those responsible for sensitive University of Waterloo, Ontario, Canada data. It covers decision making in terms of access, Series: Chapman & Hall/CRC Mathematical & Computational Biology Bioinformatics & Statistical Genetics implementation, and validation; application in the military and civilian arenas; and potential abuses and criminal uses, including This book emphasizes computer programs that analyze protein structural data sale of personal information to insurance companies. with program output-generating data files and visual feedback in the form of a Print ISBN: 978-1-4398-1565-6 molecular display. The theoretical part of the text considers both the mathematical April 2014, 6-1/8 x 9-1/4, 300 pp. models related to molecular structure and the computational strategies that work Suggested Price: $59.95 / £38.99 with these models to derive results. The practical part of the text presents UCSF Chimera as a “workbench” that provides a Python programming environment and the ability to see program output in the molecular display. A CD includes Python code, color figures, and session files for Chimera. Print ISBN: 978-1-4398-3661-3 April 2014, 6-1/8 x 9-1/4, 256 pp. Suggested Price: $79.95 / £49.99

A Computational Model Genome Annotation of Immune Response Jung Soh, Paul M.K. Gordon, and Christoph W. Sensen Filippo Castiglione University of Calgary, Alberta, Canada Istituto per le Applicazioni del Calcolo (IAC) “Mauro Piccone,” Rome, Italy Series: Chapman & Hall/CRC Mathematical & Computational Biology Franco Celada Hospital for Joint Diseases, New York, New York, USA This thorough overview explores automated genome analysis and annotation from its origins to the challenges This book describes a computational model of the of next-generation sequencing data analysis. It explains immune system reaction, C-ImmSim. The book how current analysis strategies were developed, including presents the basic model as well as the various customizations to implement the sequencing strategies, statistical models, and early annotation systems. The description of different diseases and the way they have been used to produce authors then present visualization techniques for displaying integrated results new knowledge either from hypothesis or from experimental data. The book can as well as state-of-the-art annotation tools, including MAGPIE, Ensembl, Bluejay, be used as a practical guide to implement a computational model with which to and Galaxy. They also discuss the pipelines for the analysis and annotation of study a specific disease and address realistic clinical questions. complex, next-generation DNA sequencing data. MAGPIE and Bluejay are Print ISBN: 978-1-4665-9748-8 available on a CD. June 2014, 6-1/8 x 9-1/4, 152 pp. Print ISBN: 978-1-4398-4117-4 Suggested Price: $99.95 / £63.99 eBook ISBN: 978-1-4398-4118-1 48 August 2012, 6-1/8 x 9-1/4, 270 pp. Suggested Price: $93.95 / £59.99

Computational Systems Introduction to Biology of Cancer Biological Networks Emmanuel Barillot, Laurence Calzone, Alpan Raval Philippe Hupé, Jean-Philippe Vert, Claremont Graduate University, California, USA and Andrei Zinovyev Animesh Ray Institut Curie, Paris, France Keck Graduate Institute, Claremont, California, USA Series: Chapman & Hall/CRC Mathematical Series: Chapman & Hall/CRC Mathematical & Computational Biology & Computational Biology

Drawn from the authors’ decade-long work in the cancer With many examples throughout and clear explanations computational systems biology lab at Institut Curie, this self-contained guide of key concepts, this book focuses on the concept of molecular and genetic explains how to apply computational systems biology approaches to cancer interaction networks as a paradigm for interpreting the complexity of molecular research. Suitable for readers in both computational and life sciences, the book biology at a genomic scale. The authors describe the experimental methods used provides proven techniques and tools for cancer bioinformatics and systems to discover and test networks of interaction among biological molecules. They biology research. It explores how computational systems biology can help fight also present computational methods for predicting the interaction networks, cancer in three essential aspects: categorizing tumors, finding new targets, and discuss general mechanisms of network formation and evolution, and explore designing improved and tailored therapeutic strategies. the application of network approaches to important problems in biology and Print ISBN: 978-1-4398-3144-1 medicine. eBook ISBN: 978-1-4398-3145-8 Print ISBN: 978-1-58488-463-7 August 2012, 6-1/8 x 9-1/4, 461 pp. eBook ISBN: 978-1-4200-1036-7 Suggested Price: $83.95 / £51.99 April 2013, 6-1/8 x 9-1/4, 335 pp. Suggested Price: $79.95 / £49.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 and DataAnalysis of ArtificialIntelligence Suggested Price: June 2014,6-1/8x9-1/4,700pp. Print ISBN:978-1-4665-8682-6 clustering, andnetworkanalysis. image analysis,includinggridding,segmentation,quantification,normalization, Broad inscope,thebookcoversmostimportantaspectsofmicroarray such as cDNA, protein, tissue, and low- and high-density oligonucleotide arrays. image analysis,coveringdifferenttypesofmicroarrays, ofmicroarray This bookpresentsacompleteoverview Series: DigitalImagingandComputerVision Luis Rueda Edited by andPractice Theory Microarray Image Suggested Price: November 2013,7x10,508pp. Print ISBN:978-1-4398-8433-1 connection betweenchapters. the field.Thechaptersfolloworganizationoftaxonomyandofferaclear book This details themostrecentadvancesandresearch effortsbyworldwideexpertsin applications. cost-effective and efficient, are beingintegratedintohealthcaretoenableaccurate, produced, artificialintelligencetechniquesandsystems Due to theirconsistencyand ability to be mass University ofKansas,Lawrence,USA Agah Arvin Edited by Medical Applications Suggested Price: December 2013,6-1/8x9-1/4,320pp.,SoftCover Print ISBN:978-1-4398-8093-7 upon qualifyingcourseadoption. use. Codeisalsoavailableontheauthors’website.Asolutionsmanual many exercises and coding examples, making it ideal for self-study and classroom ofdatabasesandscripts,muchmore.Thetextincludes web interfacing programming ofPython,showinghowtousePythonforbiologicaldataanalysis, with Python.Itcoversbasicaspectsofcomputerusageaswellthesimple This bookexplainshowtoindependentlymanagelargebiologicaldatasets & ComputationalBiology Series: Chapman&Hall/CRCMathematical University ofRomeLaSapienza,Italy Anna Tramontano Adam MickiewiczUniversity, Poznan,Poland Kristian Rother Allegra Via with Python Managing Your BiologicalData $99.95 /£63.99 $149.95 /£95.00 $59.95 /£38.99

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49 Bioinformatics & Statistical Genetics Analysis of Bayesian Adaptive Methods Competing Risks Data for Clinical Trials Concepts, Methods and Software Scott M. Berry, Bradley P. Carlin, J. Jack Lee, and Peter Müller Ronald Geskus Series: Chapman & Hall/CRC Biostatistics Series: Chapman & Hall/CRC Biostatistics Written by leading pioneers of Bayesian clinical trial This practical book helps biomedical and designs, this book explores the growing role of Bayesian epidemiological researchers extend their knowledge thinking in clinical trial analysis. Covering Phase I, II, and and skills in the analysis of standard time-to-event data III clinical trials, it establishes the basic principles before to the competing risks setting. The author explains the main concepts that play extending them to specific phases and endpoints. The authors also discuss the a role in competing risks analyses, including the independence assumption with Biostatistics & Epidemiology use of historical data, equivalence studies, multiplicity and multiple comparisons, respect to censoring and truncation, cause-specific cumulative incidence, and and subgroup analysis. They provide many detailed examples drawing on competing risks as the simplest form of a multi-state model. Analyses can be real data sets. The R and WinBUGS codes used throughout are available on performed using the survival R package. supporting websites. Print ISBN: 978-1-4665-7035-1 Print ISBN: 978-1-4398-2548-8 June 2014, 6-1/8 x 9-1/4, 200 pp. eBook ISBN: 978-1-4398-2551-8 Suggested Price: $79.95 / £49.99 July 2010, 6-1/8 x 9-1/4, 323 pp. Suggested Price: $104.95 / £65.99

Applied Medical Statistics Bayesian Disease Mapping Using SAS Hierarchical Modeling in Geoff Der Spatial Epidemiology, Second Edition University of Glasgow, Scotland, UK Andrew B. Lawson Brian S. Everitt Medical University of South Carolina, Charleston, USA Professor Emeritus, Institute of Psychiatry, King’s College, Series: Chapman & Hall/CRC Interdisciplinary Statistics London, UK This second edition provides an up-to-date, cohesive Designed for medical statisticians, this intermediate-level account of the full range of Bayesian disease mapping reference explores the use of SAS for analyzing medical methods and applications. A biostatistics professor and data. A chapter on visualizing data includes a detailed account of graphics for WHO advisor, the author illustrates the use of Bayesian hierarchical modeling in investigating data and smoothing techniques. The book also includes chapters the geographical analysis of disease through a range of real-world datasets. This on measurement in medicine, epidemiology/observational studies, meta- edition includes new chapters on regression and ecological analysis, putative analysis, Bayesian methods, and handling missing data. The book maintains an hazard modeling, and disease map surveillance as well as new appendices example-based approach, with SAS code and output included throughout and featuring examples of INLA and CAR models. It also presents expanded material available online. on case event modeling and spatiotemporal analysis. Print ISBN: 978-1-4398-6797-6 Print ISBN: 978-1-4665-0481-3 eBook ISBN: 978-1-4398-6798-3 eBook ISBN: 978-1-4665-0482-0 October 2012, 6-1/8 x 9-1/4, 559 pp. 50 March 2013, 6-1/8 x 9-1/4, 396 pp. Suggested Price: $93.95 / £59.99 Suggested Price: $89.95 / £57.99

Applied Meta-Analysis with R Bayesian Methods Ding-Geng (Din) Chen in Epidemiology University of Rochester, New York, USA Lyle D. Broemeling Karl E. Peace Broemeling and Associates, Medical Lake, Washington, USA Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, USA Series: Chapman & Hall/CRC Biostatistics Series: Chapman & Hall/CRC Biostatistics Written by a biostatistics expert with over 20 years of experience in the field, this book is the first to introduce This book provides detailed, step-by-step explanations epidemiology from a Bayesian perspective. It shows of the implementation of meta-analysis methods using epidemiologists how Bayesian models and techniques R. Each chapter gives examples of real studies compiled from the literature. are useful in studying the association between disease and exposure to risk After presenting the data and necessary background for understanding the factors. With many examples and end-of-chapter exercises, the book employs applications, various methods for analyzing meta-data are introduced. The the software package WinBUGS to carry out the analyses and offers the code in authors then develop analysis code using the appropriate R packages and the text and for download online. functions. This systematic approach helps readers thoroughly understand the analysis methods and R implementation, enabling them to use R and the Print ISBN: 978-1-4665-6497-8 methods to analyze their own meta-data. eBook ISBN: 978-1-4665-6498-5 August 2013, 6-1/8 x 9-1/4, 464 pp. Print ISBN: 978-1-4665-0599-5 Suggested Price: $89.95 / £57.99 eBook ISBN: 978-1-4665-0600-8 May 2013, 6-1/8 x 9-1/4, 342 pp. Suggested Price: $89.95 / £57.99

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Causal Inference Suggested Price: May 2014,6-1/8x9-1/4,300pp. Print ISBN:978-1-4398-7984-9 solutions manualandfiguresslidesareavailableuponqualifyingcourseadoption. mathematics. A background and only assumes familiarity with elementary focuses onpracticalstatisticalanalysesusingSPSS.Itrequiresnoprior With manyexamplesanddatadrawnfromrealbiomedicalresearch, thebook complex generalizedlinearandnonlinearmodelslongitudinaldataanalysis. boxplots and t-tests to linear and logistic regression and survival analysis to more in statistics,thistexttakesreaderseasilyfrombasic Designed formedicalresearchers withoutabackground University ofCalifornia–SanDiego,LaJolla,USA Florin Vaida andAnyaUmlauf Modeling UsingSPSS Basic andAdvancedStatistical Biostatistics inAction Textbook Suggested Price: April 2014,6-1/8x9-1/4,376pp. Print ISBN:978-1-4665-9386-2 that havedirectapplicationintheindustry. this development, clinical book coversthepracticalaspectsofpersonalized medicine.Itfocusesonissues in leaders industry well-known from contributions and thisimpactwillgrowasourunderstanding andtechnologiesimprove.With already havinganexcitingimpactonbothclinicalresearch andpatientcare identify, andmanagehealthproblems.Inthepharmaceuticalindustry, itis Personalized medicinehasthepotentialtochangewaywethinkabout, Series: Chapman&Hall/CRCBiostatistics AMAG Pharmaceuticals,Inc,Lexington,Massachusetts,USA Mark Chang Pfizer, Cambridge, Massachusetts,USA Claudio CariniandSandeepMMenon Edited by Personalized Medicine Considerations in Clinical andStatistical Suggested Price: June 2014,6-1/8x9-1/4,352pp. Print ISBN:978-1-4200-7616-5 treatments andthegeneralizationtocomplexlongitudinaldata. provides a thorough introduction to the basics of the theory for non-time-varying real epidemiologicdataaswellsoftwareforreplicatingtheanalyses,text With awiderangeofdetailed, worked examplesusing of the methodsand applications of causal inference. book presentsanauthoritativeyetaccessibleoverview data. Written bypioneersinthefield, thispractical exponentially infieldsthatdealwithobservational The applicationofcausalinferencemethodsisgrowing SchoolofPublicHealth,Boston,Massachusetts,USA Harvard Miguel A.HernanandJamesM.Robins $89.95 /£57.99 $89.95 /£57.99 $49.95 /£31.99 www.crcpress.com

51 Biostatistics & Epidemiology Design and Analysis Encyclopedia of of Bridging Studies Biopharmaceutical Statistics Edited by Third Edition, Revised and Expanded Jen-pei Liu, Shein-Chung Chow, and Chin-Fu Hsiao Edited by Series: Chapman & Hall/CRC Biostatistics Shein-Chung Chow Taking into account the International Conference Duke University School of Medicine, Durham, North Carolina, USA Harmonisation E5 framework for bridging studies, this book covers the regulatory requirements, scientific and Widely used by pharmaceutical scientists, clinical practical issues, and statistical methodology for designing researchers, and biostatistics, the third edition and evaluating bridging studies and multiregional clinical trials. For bridging of this definitive reference includes 89 new chapters, bringing the total Biostatistics & Epidemiology studies, the authors explore ethnic sensitivity, the necessity of bridging studies, number of chapters to 230. It provides updated information on changes in types of bridging studies, and the assessment of similarity between regions based regulatory requirements for drug review/approval processes and reflects recent on bridging evidence. For multiregional clinical trials, the text considers regional developments in statistical design and methodology. This edition also covers differences, assesses the consistency of treatment effect across regions, and new topics, including adaptive design in clinical research, translational medicine, discusses sample size determination for each region. statistical genetics, biomarker development, target clinical trials, follow-on Print ISBN: 978-1-4398-4634-6 biologics, and traditional Chinese medicine. eBook ISBN: 978-1-4398-4635-3 Print ISBN: 978-1-4398-2245-6 July 2012, 6-1/8 x 9-1/4, 287 pp. eBook ISBN: 978-1-4822-1866-4 Suggested Price: $104.95 / £66.99 December 2012, 8-1/2 x 11, 1504 pp. Suggested Price: $848.00 / £540.00

Design and Analysis Textbook of Cross-Over Trials Epidemiology Third Edition Study Design and Data Analysis, Byron Jones Third Edition Novartis Pharma AG, Basel, Switzerland Mark Woodward Michael G. Kenward Mount Sinai Medical Center, New York, New York, USA Series: Chapman & Hall/CRC Monographs Series: Chapman & Hall/CRC Texts in Statistical Science on Statistics & Applied Probability Updated and expanded, this popular text shows students Since the publication of the second edition, there has been significant R&D in how statistical principles and techniques can help solve epidemiological cross-over trials, which continue to be an important design technique in the problems. Along with more exercises and examples using both Stata and SAS, pharmaceutical industry. This new edition has been updated with recent references this third edition includes a new chapter on risk scores and clinical decision rules, and new material on analysis of small trials, analysis of baseline measurements, a new chapter on computer-intensive methods, and new sections on binomial bioequivalence, cross-over trials in early phase drug development, and adaptive regression models, competing risk, information criteria, propensity scoring, and cross-over trials. The book includes numerous real examples, including some new splines. Supporting materials are available on the book’s CRC Press web page. A data sets to illustrate the methods described, with SAS code available for their solutions manual and figure slides are available upon qualifying course adoption. implementation. Print ISBN: 978-1-4398-3970-6 52 Print ISBN: 978-1-4398-6142-4 December 2013, 7 x 10, 816 pp. June 2014, 6-1/8 x 9-1/4, 480 pp. Suggested Price: $99.95 / £49.99 Suggested Price: $99.95 / £63.99

Design and Analysis of Handbook of Statistics Non-Inferiority Trials in Clinical Oncology Mark D. Rothmann Third Edition Silver Springs, Maryland, USA Edited by Brian L. Wiens Alcon Laboratories, Fort Worth, Texas, USA John Crowley CEO, Cancer Research and Biostatistics, Ivan S.F. Chan Seattle, Washington, USA Merck & Company, North Wales, Pennsylvania, USA Antje Hoering Series: Chapman & Hall/CRC Biostatistics Cancer Research and Biostatistics, University of Washington, and Fred Hutchinson Cancer Research Center, Seattle, USA This book brings together the body of research on non-inferiority studies and confronts the issues involved in the design of these trials. Using examples from This third edition covers the new developments involved in the design and real clinical trials, the book discusses general and regulatory issues and illustrates analysis of cancer clinical trials. Accessible to statisticians in clinical trials as well how they affect analysis. Each chapter begins with a non-technical introduction, as oncologists interested in clinical trial methodology, the book presents up-to- so the subject is easily understood by those without prior knowledge of non- date statistical approaches to the design and analysis of oncology clinical trials. inferiority clinical trials. The book also provides detailed mathematical approaches New topics in this edition include trial designs for targeted agents, Bayesian trial along with their mathematical properties. design, and the inclusion of high-dimensional data and imaging techniques. This edition also contains numerous figures and examples to better explain concepts. Print ISBN: 978-1-58488-804-8 eBook ISBN: 978-1-58488-805-5 Print ISBN: 978-1-4398-6200-1 July 2011, 6-1/8 x 9-1/4, 454 pp. eBook ISBN: 978-1-4398-6201-8 Suggested Price: $98.95 / £62.99 March 2012, 6-1/8 x 9-1/4, 657 pp. Suggested Price: $125.95 / £81.00

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Time-to-Event Data Suggested Price: June 2012,6-1/8x9-1/4,275pp. eBook ISBN:978-1-4398-7287-1 Print ISBN:978-1-4398-7286-4 R the in programming languageviathefreely available packageJMwritten bythe author. available are illustrations All data. time-to-event and longitudinal for Emphasizing applications,thisbook provides afulltreatmentofjointmodels PSA level measurements are collected in conjunction with the time-to-recurrence. to aneventofinterest.Anexampleisprostatecancerstudieswherelongitudinal is repeatedlymeasuredintimeassociatedwitha Longitudinal studies often investigate how a marker that Series: Chapman&Hall/CRCBiostatistics Erasmus UniversityMedicalCenter, Rotterdam,Netherlands Dimitris Rizopoulos With ApplicationsinR and Time-to-Event Data Joint ModelsforLongitudinal Suggested Price: July 2012,6-1/8x9-1/4,433pp. eBook ISBN:978-1-4665-0428-8 Print ISBN:978-1-4665-0425-7 computational methodsandRsoftwarepackages. research, includingbreast cancerandHIVdatasets.Italsoofferseasyaccessto applications. The book presents data from actual clinical trials and biomedical how recentstatisticalmethodsareusedinbiopharmaceuticalandpublichealth from academia,biopharmaceuticalindustries,andgovernmentagenciesshow researchersTop data. time-to-event interval-censored of modeling and analysis graduate students in biostatistics, this volume covers developments in the A practicalguideforbiomedicalresearchers, clinicians,biostatisticians,and Series: Chapman&Hall/CRCBiostatistics Jiann-Ping HsuCollegeofPublicHealth,GeorgiaSouthernUniversity, Statesboro,USA Karl E.Peace University ofMissouri,Columbia,USA Jianguo Sun University ofRochester, NewYork, USA Ding-Geng (Din)Chen Edited by Methods andApplications Interval-Censored Suggested Price: July 2013,7x10,656pp. Print ISBN:978-1-4665-5566-2 further research inthefield. analysisandshouldinspire ofthecurrentstatussurvival complete overview analysis techniques,coveringclassicalandBayesianapproaches.Itgivesa nature of eventsoccurring in time. The book focuses on advances in survival deals with time-to-event data that is complicated by censoring and the dynamic problems inlifetimedataanalysis.Thisareaofstatistics this handbookpresentsmoderntechniquesandresearch With chapterswrittenbyleadingresearchers inthefield, Modern StatisticalMethods Series: Chapman&Hall/CRCHandbooksof Joseph G.Ibrahim,andThomasH.Scheike John P. Klein,HansC.vanHouwelingen, Edited by Analysis Handbook ofSurvival $83.95 /£51.99 $104.95 /£66.99 $99.95 /£63.99

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Time SeriesAnalysis Inference throughMultivariates Methods inBrainConnectivity Suggested Price: August 2012,6-1/8x9-1/4,1024pp. eBook ISBN:978-1-4665-1391-4 Print ISBN:978-1-4398-8414-0 examples. Figureslidesareavailableuponqualifyingcourseadoption. real-world numerous of help the with methods statistical of explanations step-by- step presents author The illustrations. software includes and topics, other This editionincludesseveralnewtopics,providesexpandedcoverageofmany is ausefultooltomanagesomemedicaluncertainties. statistical aspectsofmedicine,showinghowbiostatistics The thirdeditionofthisacclaimedreferencefocusesonthe Series: Chapman&Hall/CRCBiostatistics Abhaya Indrayan Third Edition Medical Biostatistics Textbook Suggested Price: March 2003,6-1/8x9-1/4,408pp.,Soft Cover Print ISBN:978-1-58488-325-8 output indetail. censored data.Italsoillustratesmethods usingSAStogenerateandexamine interval- of analysis and models, time failure accelerated models, parametric of applicable tosuchdata.Thissecondedition featuresamoredetailedtreatment chapters usethosedatasetsandothers toillustratevariousanalyticaltechniques data.Subsequent analysis andadescriptionoffourstudies thatleadtosurvival survival to introduction an with begins guide practical this style, easy-to-follow Profusely illustratedwithexamplesandwritteninan Series: Chapman&Hall/CRCTexts inStatisticalScience UK Transplant, Bristol,UK David Collett Second Edition in MedicalResearch Data Modelling Survival Textbook Suggested Price: 2014,6-1/8x9-1/4,280pp. February Print ISBN:978-1-4398-4572-1 the methodsandanappreciationoftheirmeritslimitations. with experience hands-on with readers providing descriptions, methodological interact. Eachcontributorprovidescodesanddataexamplestobackuptheir analysis approaches,whichofferinformationintohowbrainareaseffectively statistics, andanimalhumanexperimentsattheforefrontofusingtimeseries workfromappliedmathematics, neurosciences. Itincorporatesmultidisciplinary studies in clinical, behavioral, and experimental connectivity interference This bookaddressestheuseoftimeseriesdatainbrain Series: FrontiersinNeuroengineering University ofSaoPaulo,Brazil Koichi SameshimaandLuizAntonioBaccala Edited by $135.95 /£86.00 $87.95 /£55.99 $159.95 /£99.00 www.crcpress.com

53 Biostatistics & Epidemiology Multivariate Survival Analysis Textbook and Competing Risks Practical Statistics Martin Crowder for Medical Research Imperial College, University of London, UK Douglas G. Altman Series: Chapman & Hall/CRC Texts in Statistical Science University of Oxford, UK Suitable for graduate students and researchers in statistics Series: Chapman & Hall/CRC Texts in Statistical Science and biostatistics as well as those in the medical field, This problem-based, best-selling text is for those in the epidemiology, and social sciences, this book introduces medical arena who need to use statistics but have no univariate survival analysis and extends it to the multivariate specialized mathematics background. The author draws case. It also covers competing risks and counting processes and provides many on 20 years of experience as a consulting medical statistician to provide clear Biostatistics & Epidemiology real-world examples, exercises, and R code. The text discusses survival data, explanations to key statistical concepts, emphasizing the practical aspects of survival distributions, frailty models, parametric methods, multivariate data and designing and analyzing medical research. Using real data and including dozens distributions, copulas, continuous failure, parametric likelihood inference, and of interesting data sets, the text gives special attention to the presentation non- and semi-parametric methods. and interpretation of results and the many real problems that arise in medical Print ISBN: 978-1-4398-7521-6 research. eBook ISBN: 978-1-4398-7522-3 Print ISBN: 978-0-412-27630-9 April 2012, 6-1/8 x 9-1/4, 417 pp. November 1990, 6-1/8 x 9-1/4, 624 pp. Suggested Price: $104.95 / £66.99 Suggested Price: $115.95 / £72.99

Optimal Design for Quantitative Evaluation Nonlinear Response Models of Safety in Drug Development Valerii V. Fedorov Design, Analysis and Reporting Quintiles, Durham, North Carolina, USA Edited by Sergei L. Leonov AstraZeneca, Wilmington, Delaware, USA Qi Jiang and H. Amy Xia Amgen Inc., Thousand Oaks, California, USA Series: Chapman & Hall/CRC Biostatistics Series: Chapman & Hall/CRC Biostatistics This work discusses the theory and applications of model- Drug safety has always been important, but it has taken based experimental design with a strong emphasis on on increasing scrutiny in recent years. This book covers the most state-of-the- biopharmaceutical studies. While the focus is on nonlinear models, the book art methods in drug safety assessment. In addition, statistical methods for drug begins with an explanation of the key ideas, using linear models as examples. safety assessment are still evolving and new methods are under development. Applying the linearization in the parameter space, it then covers nonlinear The book brings the most advanced knowledge and statistical methodology to models and locally optimal designs as well as minimax, optimal on average, the statistical/clinical/safety community, shares best practices, and stimulates and Bayesian designs. The authors also discuss adaptive designs, focusing on further research and methodology development in the drug safety arena. procedures with non-informative stopping. Print ISBN: 978-1-4665-5545-7 Print ISBN: 978-1-4398-2151-0 June 2014, 6-1/8 x 9-1/4, 275 pp. eBook ISBN: 978-1-4398-2152-7 Suggested Price: $99.95 / £63.99 54 July 2013, 6-1/8 x 9-1/4, 402 pp. Suggested Price: $89.95 / £57.99

Patient-Reported Outcomes Randomized Phase II Cancer Measurement, Implementation Clinical Trials and Interpretation Sin-Ho Jung Joseph C. Cappelleri, Kelly H. Zou, Duke University, Durham, North Carolina, USA Andrew G. Bushmakin, Jose M. Alvir, Series: Chapman & Hall/CRC Biostatistics Demissie Alemayehu, and Tara Symonds Suitable for cancer clinicians and biostatisticians, this book Series: Chapman & Hall/CRC Biostatistics explains how to properly select and accurately use diverse Covering conceptual and statistical methods, this book statistical methods for designing and analyzing phase II discusses the issues related to measuring and interpreting trials. The author first reviews the statistical methods for patient-reported outcomes (PROs). It covers measurement scales, validity and single-arm phase II trials since some methodologies for randomized phase II trials reliability, item response theory, and missing data. The book also describes stem from single-arm phase II trials and many phase II cancer clinical trials still various statistical analysis techniques, including exploratory, cross-sectional, use single-arm designs. The book then presents methods for randomized phase and longitudinal data analysis, and highlights the practical interpretation and II trials and describes statistical methods for both single-arm and randomized application of the techniques in clinical and pharmaceutical settings. SAS code phase II trials. for all methods is available in an appendix and online. Print ISBN: 978-1-4398-7185-0 Print ISBN: 978-1-4398-7367-0 eBook ISBN: 978-1-4398-7186-7 December 2013, 6-1/8 x 9-1/4, 350 pp. May 2013, 6-1/8 x 9-1/4, 244 pp. Suggested Price: $99.95 / £63.99 Suggested Price: $89.95 / £57.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested November 2011,6-1/8x9-1/4,363 pp. eBook ISBN:978-1-4665-1141-5 3772-6 and a number of computer-based exercises. Fully up Focusing onsimulation,thetextincludesmanyexamples,RandSBMLcode, for modelingbiologicalsystems,suchasgeneticandbiochemicalnetworks. This bookprovidesanaccessibleintroductiontotheuseofstochasticprocesses & ComputationalBiology Series: Chapman&Hall/CRCMathematical School ofMathematicsandStatistics,NewcastleUniversity, UK Darren J.Wilkinson Second Edition Systems Biology Stochastic Modellingfor Textbook Suggested Price: November 2012,6-1/8x9-1/4,495pp. eBook ISBN:978-1-4665-1750-9 Print ISBN:978-1-4665-1748-6 and figureslidesareavailableuponqualifyingcourseadoption. presentation ofresults,andavoidancepotentialpitfalls.Asolutionsmanual author emphasizesadequateuse,correctinterpretationofresults,appropriate data.The outcomes, andtheCoxproportionalhazardsmodelforsurvival model forcontinuousoutcomes,thelogisticregressionbinary used in medical research, including the classical regression important aspects of regression models most commonly This textpresentsthefundamentalconceptsand Freiburg, Germany andMedicalInformatics, Institute ofMedicalBiometry Werner Vach in MedicalResearch Regression ModelsasaTool Textbook Suggested Price: November 2013,6-1/8x9-1/4,341pp. Print ISBN:978-1-58488-693-8 research directionsandprovidessupportingsoftwarefordownloadonline. practical guidelinesforapplyingthesemethodsinthefield.Italsoexploresfuture offers book the trials, clinical recent from examples real-world numerous with backgroundmaterialonadaptiveclinicaltrials.Illustratingmethods necessary and methodology up-to-date presents book This trials. becoming increasinglypopularinPhaseIIIclinical the reduce number ofpatientsreceivinginferiortreatments,are to aim which designs, Response-adaptive Statistics &AppliedProbability Series: Chapman&Hall/CRCMonographson Anthony CAtkinsonandAtanuBiswas Designs inClinicalTrials Randomised Response-Adaptive $93.95 /£59.99 $93.95 /£59.99 $89.95 /£57.99

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Print ISBN:978-1-4398- Development Human Growthand to perform statisticalanalysisonbrainimagingdata. to perform Statistical and Computational Statistical andComputational Suggested Price: November 2013,6-1/8x9-1/4,328pp. Print ISBN:978-1-4398-7154-6 available onthebook’s CRCPresswebpage. question andhowtointerpretpresenttheanalyticresults.Statacodesare problems. Italsodiscusseshowwellamethodaddressesspecificscientific development. Itexplainshowtousethemethodssolvecommonresearch advanced statisticalmethodsthatareusefulforstudyinghumangrowthand accessible andpracticalguidetoawiderangeofbasic analysis ofgrowthanddevelopmentdata,thisbookisan Designed fornonstatisticiansandstatisticiansnewtothe Series: Chapman&Hall/CRCBiostatistics Yin BunCheung Statistical Analysisof Suggested Price: May 2014,6-1/8x9-1/4,200pp. Print ISBN:978-1-4665-0547-6 are providedattheendofeachchapter. Markov models,cohortanddecisiontrees.Examplescasestudies authorities forreimbursement, measures, samplesizes,submissionstoregulatory life of quality design, form report case design, trial covers It cost-effectiveness. statisticians andresearchers inhealtheconomicsassess using examplesandSASsoftware,thebookhelps non- clinical trialdata.Throughasimple,appliedapproach and trial clinical both to techniques evaluation This guideexplainshowtoapplyhealtheconomic University CollegeLondon,UK Iftekhar Khan Economic EvaluationUsingSAS Statistical MethodsinHealth Suggested Price: July 2013,6-1/8x9-1/4,400pp. eBook ISBN:978-1-4398-3636-1 Print ISBN:978-1-4398-3635-4 MATLAB with detailed illustrations of actual imaging data and computer codes. Using of theresearch papersor books inthefielddescribesquantitativetechniques image analysisrequiresnewcomputationalapproachesandsolutions.Butnone analyze usingcurrenttechniques.Thischallengeinbrain brain imagingdatabeinggeneratedisoftendifficultto high-dimensional nonstandard of amount massive The and ComputationalImagingSciences Series: Chapman&Hall/CRCMathematical University ofWisconsin-Madison, USA Moo K.Chung Methods inBrainImageAnalysis ® and case study data sets, this is the first book to explicitly explain how andcasestudydatasets,thisisthefirstbooktoexplicitlyexplainhow $99.95 /£63.99 $79.95 /£49.99 $99.95 /£63.99 www.crcpress.com

55 Biostatistics & Epidemiology Statistical Methods Textbook for QTL Mapping Survival Analysis in Zehua Chen Medicine and Genetics National University of Singapore Jialiang Li Series: Chapman & Hall/CRC Mathematical National University of Singapore & Computational Biology Shuangge Ma While numerous advanced statistical approaches have Yale University, New Haven, Connecticut, USA recently been developed for quantitative trait loci (QTL) Series: Chapman & Hall/CRC Biostatistics mapping, the methods are scattered throughout the literature. This book brings together many recent statistical techniques that Using real data sets throughout, this text introduces the latest methods for analyzing high-dimensional survival data. It presents a statistical framework for

Biostatistics & Epidemiology address the data complexity of QTL mapping. It emphasizes the modern statistical methodology for QTL mapping as well as the statistical issues that burgeoning research in this area and offers a set of established approaches for arise during this process. The book gives the necessary biological background for statistical analysis. The book reveals a new way of looking at how predictors statisticians without training in genetics and, likewise, covers statistical thinking are associated with censored survival time and extracts novel statistical genetic and principles for geneticists. methods for censored survival time outcome from the vast amount of research results in genomics. An instructor’s manual and figure slides are available upon Print ISBN: 978-1-4398-6830-0 qualifying course adoption. November 2013, 6-1/8 x 9-1/4, 306 pp. Suggested Price: $89.95 / £57.99 Print ISBN: 978-1-4398-9311-1 eBook ISBN: 978-1-4665-9572-9 June 2013, 6-1/8 x 9-1/4, 381 pp. Suggested Price: $99.95 / £63.99

Textbook Theory of Drug Development Statistics and Data Analysis Eric B. Holmgren for Microarrays Using R Series: Chapman & Hall/CRC Biostatistics and Bioconductor This book focuses on the efficient development of drugs and the quantification of evidence in drug Second Edition development. It presents a formal quantitative framework Sorin Dra˘ghici for understanding drug development that goes beyond Wayne State University, Detroit, Michigan, USA simply describing the properties of the statistics in Series: Chapman & Hall/CRC Mathematical & individual studies. Examining the drug development Computational Biology process from the perspectives of both drug companies and regulatory agencies, the author provides a rationale for underpowered phase 2 trials based on the Richly illustrated in color, this best-selling text takes a hands-on, example-based notion of efficiency and develops a framework for evaluating the strength of approach that explains the basics of R and microarray technology as well as how evidence generated by clinical trials. to choose and apply the proper data analysis tool to specific problems. Now using R and Bioconductor, this edition has been expanded with 14 new chapters Print ISBN: 978-1-4665-0746-3 and 600 more pages. R code is available on a CD-ROM. Figure slides are available October 2013, 6-1/8 x 9-1/4, 261 pp. 56 upon qualifying course adoption. Suggested Price: $89.95 / £57.99 Print ISBN: 978-1-4398-0975-4 eBook ISBN: 978-1-4398-9677-8 December 2011, 6-1/8 x 9-1/4, 1036 pp. Suggested Price: $93.95 / £59.99

Textbook Writing Dissertation Statistics for Epidemiology and Grant Proposals Nicholas P. Jewell Epidemiology, Preventive Medicine University of California, Berkeley, USA and Biostatistics Series: Chapman & Hall/CRC Texts in Statistical Science Lisa Chasan-Taber Written by one of the top biostatisticians in the field, University of Massachusetts, Amherst, USA Statistics for Epidemiology explains the ideas behind the analysis of epidemiological data without requiring a This guide covers all aspects of the scientific proposal- high level of mathematics or resorting to a “cookbook” writing process, from structure and style to obtaining format. It covers the basic material for analyzing data that arise from simple research grant funding. Organized much like a research proposal, the book epidemiological studies, including case-control and matched studies. explains how to identify a research topic, draft a hypothesis, conduct a literature Methodologically, it describes stratification techniques for handling confounding review, describe methods for data collection and analysis, and present the interaction and the logistic regression model. A few simple examples are used proposal. The final section offers strategies for putting together a winning NIH throughout several method chapters. proposal and responding to reviewer comments. Concepts are illustrated with examples, applications, exercises, and guideline checklists. Print ISBN: 978-1-58488-433-0 August 2003, 6-1/8 x 9-1/4, 352 pp. Print ISBN: 978-1-4665-1206-1 Suggested Price: $104.95 / £65.99 March 2014, 6-1/8 x 9-1/4, 384 pp., Soft Cover Suggested Price: $59.95 / £38.99

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57 Computational Statistics A Handbook of Linear Mixed Models Statistical Graphics Using SAS A Practical Guide Using Geoff Der Statistical Software University of Glasgow, Scotland, UK Brady T. West, Kathleen B. Welch, Brian S. Everitt and Andrzej T Galecki Professor Emeritus, Institute of Psychiatry, University of Michigan, Ann Arbor, USA King’s College, London, UK In this easy-to-use resource, the authors fit LMMs based This handbook shows how to use SAS to create many on both general and hierarchical model specifications, different types of useful statistical graphics for exploring develop the model-building process step by step, data and diagnosing fitted models. The book focuses on the relatively new SAS and demonstrate the estimation, testing, and interpretation of fixed-effect ODS graphics, including graphs that are produced routinely via ODS and more parameters and covariance parameters associated with random effects. Concepts tailored graphics. Each chapter deals graphically with several sets of data from a Computational Statistics are illustrated through examples of real-world data sets using R, SAS, SPSS, HLM, wide variety of areas and includes exercises. and Stata that enable comparison of model-fitting options and results across the Print ISBN: 978-1-4665-9903-1 software procedures. A supporting website provides software code and the data June 2014, 6-1/8 x 9-1/4, 250 pp. sets discussed in the book. Suggested Price: $69.95 / £44.99 Print ISBN: 978-1-58488-480-4 eBook ISBN: 978-1-4200-1043-5 November 2006, 7 x 10, 376 pp. Suggested Price: $104.95 / £65.99

Implementing Methods of Statistical Reproducible Research Model Estimation Edited by Joseph M. Hilbe Victoria Stodden California Institute of Technology, Pasadena, USA and Arizona State University, Tempe, USA Columbia University, New York, New York, USA Friedrich Leisch Andrew Robinson University of Melbourne, Parkville, Australia University of Natural Resources and Life Sciences, Vienna, Austria This book examines the most important and popular Roger D. Peng methods used to estimate parameters for statistical Johns Hopkins University, Baltimore, Maryland, USA models and provide informative model summary statistics. Designed for R users, Series: Chapman & Hall/CRC The R Series the book is also ideal for anyone wanting to better understand the algorithms In many of today’s scientific fields, researchers are now encouraged to used for statistical model fitting. It presents algorithms for the estimation of incorporate software, data, and code in their academic papers so that others a variety of useful regression procedures. Fully developed, working R code is can replicate their research results. Edited by three pioneers in this emerging constructed for each method. area, this book is the first one to explore this groundbreaking topic. It presents Print ISBN: 978-1-4398-5802-8 various computational tools useful in research, including cloud computing, data eBook ISBN: 978-1-4398-5803-5 repositories, virtual machines, R’s Sweave function, XML-based programming, May 2013, 6-1/8 x 9-1/4, 255 pp. 58 and more. It also discusses legal issues and case studies. Suggested Price: $89.95 / £57.99 Print ISBN: 978-1-4665-6159-5 March 2014, 6-1/8 x 9-1/4, 448 pp. Suggested Price: $79.95 / £49.99

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www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 and figureslidesareavailableuponqualifyingcourseadoption. codes, particularlynewcommandsoftheStatisticsToolbox. Asolutionsmanual Suggested Price: June 2012,6-1/8x 9-1/4,479pp. eBook ISBN:978-1-4398-5683-3 Print ISBN:978-1-4398-5682-6 to codeactualinterfaces. simpletodetailedillustrationsofhow numerous examplesrangingfromthe very contains allofthecodealongwithadditional examples,thetextisfilledwith and growingsetofstatisticalmethods. SupportedbyapackageinCRANthat withotherlanguages.Thetextopensthepossibilities ofR’sto interface huge shows programmersandusershowtodeveloptheirownGUIs,enablingthem Focusing onGUIswithintheRlanguage,thisbook Series: Chapman&Hall/CRCTheRSeries CUNY/College ofStatenIsland,NewYork, USA John Verzani South SanFrancisco,California,USA Genentech Research and Early Development, Michael F. Lawrence inR Interfaces Programming GraphicalUser Suggested Price: August 2013,7x10,449pp. eBook ISBN:978-1-4822-1411-6 Print ISBN:978-1-4398-7590-2 inference, moreexercises attheendofeachchapter, andadditionalMATLAB a new axiomatic introduction of probability, expanded coverage of statistical offers edition second The courses. probability-based advanced for prepare and decisions underuncertainty;modelandevaluatecomputersystemsnetworks; methods ofstochasticmodeling,simulation,anddataanalysis;makeoptimal statistics, this text helps readers understand general Meeting the ABET requirements for probability and University ofTexas atDallas,Richardson,USA Michael Baron Second Edition for ComputerScientists Probability andStatistics Textbook Suggested Price: June 2014,6-1/8x9-1/4,250pp. Print ISBN:978-1-4665-8701-4 and theimplicationsofhardwarestructuresoncommunicationsdelays. parallel programmingissues,includingloopscheduling,communicationsdelays, in R, along with numerous examples of code. The book also explains general technical details on the various packages and methods of parallel computation broad contextofthegeneralprinciplesparallelcomputing.Itgivesconcrete as GPUcomputing,thisbookcoversparallelRinthe With afocusonmulticoremachinesandclustersaswell Series: Chapman&Hall/CRCTheRSeries University ofCalifornia,Davis,USA Norman Matloff With ExamplesinR in DataScience Parallel Computation $83.95 /£51.99 $99.95 /£63.99 $59.95 /£38.99

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Reproducible Research Suggested Price: June 2011,6-1/8x9-1/4,546pp. eBook ISBN:978-1-4398-3177-9 Print ISBN:978-1-4398-3176-2 well asenhancedexercises forteachingorself-study. graphics, andimportinggraphics.Thiseditionalsoincludesnewexamplesas package. Othernewchaptersfeaturediscussionsofinteractivegraphics,3D ggplot2 the as such developed, been have that packages graphics-related new edition includes a number of new chapters covering graphics. Completelyupdatedandrevised,thissecond statistical high-quality produce to R use to how explains Written by the foremost authority in the field,this book Series: Chapman&Hall/CRCTheRSeries The UniversityofAuckland,NewZealand Paul Murrell Second Edition R Graphics Suggested Price: March 2014,6-1/8x9-1/4,425pp. Print ISBN:978-1-4665-8449-5 computing, andgraphics. of newchapterscoveringsimulation, probability, statistics,mathematics/ various statisticalprocedures.Italsopresents manynewexamplesinanumber modeling, regression,andgraphics.This secondeditionincludesnewentrieson in theother. Thebookcoversdatamanagement, simplestatisticalprocedures, enabling users of each software package to learn how to apply the methods statistical methodscanbeappliedineitherSASorR, This widelypraisedbookshowshowequivalent Smith College,Northampton,Massachusetts,USA Nicholas J.Horton University,Harvard Boston,Massachusetts, USA Ken Kleinman and Graphics,SecondEdition Data Management,StatisticalAnalysis, SAS andR Suggested Price: July 2013,6-1/8x9-1/4,294pp.,SoftCover eBook ISBN:978-1-4665-7285-0 Print ISBN:978-1-4665-7284-3 are availableontheauthor’s website. materials dynamically presentingresultsinprintandontheweb.Supplementary reproducible research workflow forgatheringandanalyzingdataaswell outcomputationalresearch.them successfullycarry Itprovidesapractical R andLaTeX, thebooksavesreaderstimesearching forinformationandhelps advanced userorjustgettingstartedwithtoolssuchas dynamic and highly reproducible research. Whether an accessible source, thisbook guidesreadersincreating Bringing together computational research tools in one Series: Chapman&Hall/CRCTheRSeries Hertie SchoolofGovernance,Berlin,Germany Christopher Gandrud with RandRStudio $87.95 /£55.99 $79.95 /£49.99 $69.95 /£44.99 www.crcpress.com

59 Computational Statistics Sensory Data Analysis Agricultural Statistical Data by Example with R Analysis Using Stata Sebastien Le George Boyhan Agrocampus Quest, Rennes, France University of Georgia, Athens, USA Computational Statistics / Environmental Thierry Worch This volume introduces readers to the use of Stata to solve OP&P Product Research, Utrecht, The Netherlands agricultural statistical problems. It explains the various Sensory data are present in many fields of application, windows and menus, describes how they are integrated, such as in the food industry for product development. and explores data entry and importing as well as basic This book presents the theory and applications of output formats and descriptive statistics. The author sensory data analysis. It includes an abundance of real examples and emphasizes describes the ever-increasing design complexity and how this is implemented the use of R for conducting analyses. The mathematics is kept to a minimum and in the software. He also examines programming ability, post hoc tests, and the problem-driven approach ensures that the book is suitable for researchers Stata’s graphing capabilities. The final chapters cover regression analysis, data from many disciplines. transformations, and the analyses of non-parametric data. Print ISBN: 978-1-4665-6572-2 Print ISBN: 978-1-4665-8585-0 June 2014, 6 x 9, 256 pp. eBook ISBN: 978-1-4665-8586-7 Suggested Price: $89.95 / £57.99 June 2013, 6-1/8 x 9-1/4, 264 pp., Soft Cover Suggested Price: $79.95 / £49.99

Textbook Bayesian Phylogenetics Statistical Computing in Methods, Computational Algorithms, C++ and R and Applications Randall L. Eubank Edited by Arizona State University, Tempe, USA Ming-Hui Chen, Lynn Kuo, and Paul O. Lewis Ana Kupresanin University of Connecticut, Storrs, USA Lawrence Livermore National Laboratory, California, USA Series: Chapman & Hall/CRC Mathematical Series: Chapman & Hall/CRC The R Series & Computational Biology

This book discusses code development in C++ and R, before going beyond Unique in its coverage of Bayesian phylogenics, this to look at the valuable use of these two languages in unison. It covers linear book covers advances in statistics as applied to the field of phylogenetics and equation solution with regression and linear models motivation, optimization coalescence-based population genetics. It is designed for statisticians who are with maximum likelihood and nonlinear least squares motivation, and random working in phylogenetic or population genetic applications and biologists number generation. While the text does require working knowledge of basic who are interested in the latest approaches to Bayesian modeling. The book concepts in statistics and experience in programming, it does not require includes contributions from the chief experts working in this area and provides a knowledge specific to C++ or R. Figure slides are available upon qualifying course comprehensive overview of current research and directions for future exploration. adoption. Print ISBN: 978-1-4665-0079-2 60 Print ISBN: 978-1-4200-6650-0 June 2014, 6-1/8 x 9-1/4, 600 pp. eBook ISBN: 978-1-4398-9393-7 Suggested Price: $99.95 / £63.99 December 2011, 7 x 10, 556 pp. Suggested Price: $93.95 / £62.99

Textbook Textbook Statistical Computing with R Data Analysis and Statistics Maria L. Rizzo for Geography, Environmental Bowling Green State University, Ohio, USA Series: Chapman & Hall/CRC The R Series Science, and Engineering Miguel F. Acevedo This text covers the traditional core material of University of North Texas, Denton, USA computational statistics, with an emphasis on using the R language via an examples-based approach. An excellent This practical, classroom-tested text helps readers learn tutorial on R programming techniques used in practical quantitative methodology, including how to implement computational problems, it illustrates every algorithm with at least one fully advanced analysis methods using an open-source software platform. The book implemented example coded in R. The book also offers the source code for all brings together principles of statistics and probability, multivariate analysis, and examples online and contains numerous exercises. A solutions manual is available spatial analysis methods applied to a variety of geographical and environmental upon qualifying course adoption. models. Theory is accompanied by hands-on computer exercises. The text also presents a review of mathematical methods, making the book self-contained. Print ISBN: 978-1-58488-545-0 An instructor’s manual and figures slides are available upon qualifying course November 2007, 6-1/8 x 9-1/4, 416 pp. adoption. Suggested Price: $99.95 / £45.99 Print ISBN: 978-1-4398-8501-7 eBook ISBN: 978-1-4398-8732-5 December 2012, 7 x 10, 557 pp. Suggested Price: $104.95 / £66.99

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61 Environmental Statistics Simulating Nature Statistical Geoinformatics for A Philosophical Study of Computer- Human Environment Interface Simulation Uncertainties and Their Role Wayne L. Myers and Ganapati P. Patil in Climate Science and Policy Advice, The Pennsylvania State University, University Park, USA Second Edition Series: Chapman & Hall/CRC Applied Environmental Statistics

Introductory Statistics & General References Introductory Arthur C. Petersen This book presents two paradigms (localization and PBL Netherlands Environmental Assessment Agency, Bilthoven multiple indicators) for the spatial analysis of human influences and environmental resources. The first Addressing how to manage the science-policy interface, approach localizes thematic targets by treating space as this book presents a philosophical study of the issues surrounding uncertainty a pattern of vicinities, with the pattern being a square grid and the placement in scientific simulation, particularly concerning the role it plays in public policy of vicinities centrically referenced. The second approach explores human/ regarding climate change. The author, who participated in the United Nations’ environment interface as an abstraction through indicators, neutralizing the Intergovernmental Panel on Climate Change (IPCC) plenaries in 2001 and 2007, common conundrum of how to reconcile disparate spatial structures such as discusses the assessment reports and workings of the IPCC. This second edition points, lines, and polygons. reflects the latest developments in climate change policy. Print ISBN: 978-1-4200-8287-6 Print ISBN: 978-1-4665-0062-4 eBook ISBN: 978-1-4200-8288-3 eBook ISBN: 978-1-4665-0067-9 July 2012, 6-1/8 x 9-1/4, 223 pp. April 2012, 6-1/8 x 9-1/4, 224 pp., Soft Cover Suggested Price: $83.95 / £51.99 Suggested Price: $62.95 / £40.99

Spatial Data Analysis in Ecology Textbook and Agriculture Using R The Analysis of Time Series Richard E. Plant An Introduction, Sixth Edition University of California, Davis, USA Chris Chatfield This book provides practical instruction on the use of R to University of Bath, UK analyze spatial data arising from research in ecology and Series: Chapman & Hall/CRC Texts in Statistical Science agriculture. The book analyzes ecological and agriculture Now in its sixth edition, this book provides an accessible data sets and provides them online. It guides readers yet comprehensive introduction to the theory and practice through the analysis of each of these data sets, including of time series analysis. It covers a wide range of topics, setting the research objective, designing the sampling plan, data quality control, including ARIMA probability models, forecasting methods, spectral analysis, exploratory and confirmatory data analysis, and drawing scientific conclusions. linear systems, state-space models, and the Kalman filter. It also addresses All of the R code is also available online. nonlinear, multivariate, and long-memory models. Building on the success of Print ISBN: 978-1-4398-1913-5 earlier editions, the sixth edition was thoroughly revised and updated, and all of eBook ISBN: 978-1-4398-1914-2 the data sets are available for download online. March 2012, 7 x 10, 648 pp. Print ISBN: 978-1-58488-317-3 62 Suggested Price: $89.95 / £57.99 July 2003, 6-1/8 x 9-1/4, 352 pp., Soft Cover Suggested Price: $79.95 / £40.99

Spatial Temporal Analyzing Baseball Data with R Information Systems Max Marchi Emilia-Romagna Regional Health Agency, Italy An Ontological Approach using STK® Jim Albert Linda M. McNeil Bowling Green State University, Ohio, USA LMM Technologies, Marin Station, Maryland, USA Series: Chapman & Hall/CRC The R Series T.S. Kelso Center for Space Standards & Innovation, This practical guide provides an accessible introduction to Colorado Springs, Colorado, USA R for sabermetricians, baseball enthusiasts, and students interested in exploring the rich sources of baseball data. It This book discusses the many applications of space equips readers with the necessary skills and software tools to perform all of the technologies by using mission-proven software for timely and cost-effective analysis steps, from gathering the datasets and entering them in a convenient development that serves public interests in civil, commercial, academic, national, format to visualizing the data via graphs to performing a statistical analysis. All of and international space communities. It explains the dynamics of object the datasets and R code used in the text are available online. interaction from signal analysis to trajectory design, spatial modeling, and other spatial analytics by using the STK® platform, a general-purpose modeling and Print ISBN: 978-1-4665-7022-1 analysis application for any type of space, defense, or intelligence system. November 2013, 6-1/8 x 9-1/4, 334 pp., Soft Cover Suggested Price: $39.95 / £25.99 Print ISBN: 978-1-4665-0045-7 December 2013, 6-1/8 x 9-1/4, 345 pp. Suggested Price: $129.95 / £82.00

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Textbook Suggested Price: December 2000,6-1/8x9-1/4,384pp.,SoftCover Print ISBN:978-1-58488-007-3 End-of-chapter examples. to abroadrangeofdisciplines. worked explained, fully of worksheets relatetoavarietyoffieldsandillustratetherelevancemethods wealth a presents he toaminimum, statistical methods.Keepingcomplexmathematicaltheory the underlying assumptions and principles the emphasizes and style to-follow easy- trademark his in writes author The Minitab. as such statistical techniques,suchasANOVA, andsoftware, fourth editionpresentsnewinformationonmodern textforafirstcourseinstatistics,this An introductory Oxford BrookesUniversity, UK D.G. Rees Fourth Edition Essential Statistics Textbook Suggested Price: March 2012,7-1/4x9-1/4,401pp.,SoftCover Print ISBN:978-1-59718-109-9 sets areusedthroughout. the applicationofpoweranalysis.Each chapterincludesexercises, andrealdata extensive revisionofthechapteronANOVA, alongwithadditionalmaterialon an provides also It methods. multiple-imputation of chapter ontheanalysisofmissingdataanduse become proficientinStata.Thiseditionincludesanew this thirdeditioncontinuestohelpnewStatausers Updated toreflectthenewfeaturesofStata11, Oregon StateUniversity, USA Corvallis, Alan C.Acock Revised ThirdEdition A GentleIntroductiontoStata Suggested Price: December 2013,5-1/2x8-1/2,184pp.,SoftCover Print ISBN:978-1-4665-8478-5 adoption. analyses canbereadilyshown.Figureslidesareavailableuponqualifyingcourse data set isusedthroughoutthebooktoensurethatallparticularaspectsofdata fictional A analysis. the implement to add-in Excel supporting the use to theanalysisandhow interpret theresults.Eachchapterexplainshowtoperform which methodtouse,howapplyit,and readers onlytheessentialinformationneededtodecide Instead ofprovidingmathematicaldetails,thistextgives Campus, Hatfield,UK University ofHertfordshireBusinessSchool,deHavilland Neil H.Spencer Analysis Essentials ofMultivariateData $75.95 /£48.99 $79.95 /£49.99 $59.95 /£34.99 www.crcpress.com

63 Introductory Statistics & General References Introduction to Time Series Textbook Using Stata R for Statistics Sean Becketti Pierre-Andre Cornillon, Arnaud Guyader, Francois Husson, Nicolas Jégou, Julie Josse, This introduction provides a step-by-step guide to Maela Kloareg, Eric Matzner-Lober, essential time series techniques—from the incredibly and Laurent Rouvière Introductory Statistics & General References Introductory simple to the quite complex. At the same time, it demonstrates how these techniques can be applied This text explores the use of R for classical statistical in the Stata statistical package. Emphasis is on analysis. The first half of the book introduces R, data understanding the intuition underlying theoretical manipulation and visualization, statistical models, innovations and the ability to apply them. Real-world examples illustrate the graphics, and R programming. The second half presents various statistical analysis application of each concept. The author highlights the pitfalls and power of each techniques by first introducing the data example, then describing the problem to tool. solve, and finally conducting the analysis using R. This example-based approach enables readers to replicate the analyses using their own data. Figure slides are Print ISBN: 978-1-59718-132-7 available upon qualifying course adoption. January 2013, 7-1/4 x 9-1/4, 741 pp., Soft Cover Suggested Price: $79.95 / £49.99 Print ISBN: 978-1-4398-8145-3 eBook ISBN: 978-1-4665-1103-3 March 2012, 6-1/8 x 9-1/4, 320 pp., Soft Cover Suggested Price: $62.95 / £36.99

Textbook The R Student Companion Multivariate Statistical Methods Brian Dennis A Primer, Third Edition University of Idaho, Moscow, USA Bryan F.J. Manly This student-oriented manual describes how to use R in Western EcoSystem Technology, Inc., Laramie, Wyoming, USA college science and mathematics courses. The manual features fully developed exercises based around the main The third edition of this bestseller retains the author’s clear, precalculus analysis skills needed in the standard general concise style and focus on examples in the biological and education courses in science and math. The author environmental sciences. It covers multivariate analysis, presents applications drawn from all sciences and social matrix algebra, displaying multivariate data, and tests of sciences and includes the most often used features of R on a reference card in significance with multivariate data. The book also explores measuring and testing the back of the book. Each chapter includes exercises and a set of computational multivariate distances; principal components and analysis; factor, discriminant challenges. function, cluster, and canonical correlation analysis; and multidimensional scaling and ordination. The appendix compares various statistical software packages, Print ISBN: 978-1-4398-7540-7 such as Stata, Statistica, SAS, and Genstat. eBook ISBN: 978-1-4398-7541-4 September 2012, 6-1/8 x 9-1/4, 360 pp., Soft Cover Print ISBN: 978-1-58488-414-9 Suggested Price: $41.95 / £26.99 64 July 2004, 6-1/8 x 9-1/4, 224 pp., Soft Cover Suggested Price: $68.95 / £43.99

Paradoxes in Scientific Inference Textbook Mark Chang Using R for AMAG Pharmaceuticals, Inc, Lexington, Massachusetts, USA Introductory Statistics The paradoxology of scientific inference refers to the study Second Edition of the nature of scientific inference and evidence through controversies or, more precisely, paradoxes. This book John Verzani analyzes paradoxes from many different perspectives, CUNY/College of Staten Island, New York, USA such as statistics, mathematics, philosophy, science, and Series: Chapman & Hall/CRC The R Series artificial intelligence. It compares various quantitative Suitable as a primary text or supplement, this methods of evidence measures, including frequentist hypothesis testing, best-selling textbook continues to be the choice for learning R as part of an likelihood, and Bayesian methods. The text elaborates on recent findings to introductory statistics course. This second edition includes new chapters covering reach new and exciting conclusions. particular features of R, including data management, programming, packages, Print ISBN: 978-1-4665-0986-3 and RStudio. Along with revised and expanded examples and exercises, it also eBook ISBN: 978-1-4665-0987-0 greatly improves the chapter on categorical data and includes a new chapter October 2012, 6-1/8 x 9-1/4, 291 pp., Soft Cover on permutation tests. A solutions manual and figure slides are available upon Suggested Price: $41.95 / £26.99 qualifying course adoption. Print ISBN: 978-1-4665-9073-1 June 2014, 6-1/8 x 9-1/4, 500 pp. Suggested Price: $59.95 / £38.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested Price: April 2008,7x10, 728pp. eBook ISBN:978-1-4398-8944-2 Print ISBN:978-1-58488-891-8 adoption. a supportingwebsite.Asolutionsmanual isavailableuponqualifyingcourse materialon techniques. Theyalsoofferdatasets, functions, andotherancillary computational implementations. Theauthorscover traditional methodsandnonparametric behind mathematics the explains and commands S-PLUS and using both parametric and nonparametric techniques via R. It includes the R this textshowshowtosolvevariousstatisticalproblems proofs, end-of-chapter problems, and illuminating graphs, explained carefully examples, real-world numerous With Appalachian StateUniversity, Boone,NorthCarolina, USA Alan T. Arnholt Public UniversityofNavarre,Pamplona,Spain Maria DoloresUgarteandAnaF. Militino Probability andStatisticswithR Textbook Suggested Price: May 2006,6-1/8x9-1/4,248pp. Print ISBN:978-1-58488-651-8 as Doob’s maximalandself-similarity. mathematical finance.Thiseditionalsoincludesnewandexpandedtopics,such Feynman-Kac the to from applications with formula Black-Scholes the introduction on exposition an and formula, an transformation, Girsanov of discussion edition featuresmorematerialonstochasticintegration,withexpanded book presentsimportant fundamentals of stochastic processes. Thissecond Focusing onmathematicalideasratherthanproofs,this Series: Chapman&Hall/CRCProbability University ofChicago,Illinois,USA F.Gregory Lawler Second Edition Stochastic Processes Introduction to Textbook Suggested Price: 2012,71/4x91/4,499pp.,SoftCover January Print ISBN:978-1-59718-106-8 of theirgraphslook. graphicssystemgivesreaderscompletecontroloverhowtheelements powerful customize graphsusingeitherStatacommandsortheGraphEditor. displayed Stata’s is graph Each data. statistical in colorwithsimpleandclearinstructionsthatillustratehowtocreate of type any for graphs high-quality quick- and the informationneededforcreatingandcustomizing examples illustrated reference tabs,thisbookquicklyguidesreadersto 900 over With Los Angeles,California,USA UCLA AcademicTechnology ConsultingGroup, Services Michael N.Mitchell Third Edition A Visual Guide to StataGraphics $104.95 /£65.99 $96.95 /£61.99 $89.95 /£57.99

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Soccermetrics Suggested Price: November 2012,6-1/8x9-1/4,152pp. eBook ISBN:978-1-4665-6593-7 Print ISBN:978-1-4665-6592-0 medical studies. The book also introduces a new concept of the Gini-type index. analysis, physicsoffailure,fracturemechanics,biological,pharmaceutical,and dataanalysis.Themodelsdiscussedinthebookareusedreliability,survival risk as wellforthosewhoneedasupplementonapplied models. Itissuitableforreliabilityengineeringstudents offers aconciseguidetobasicreliabilityconceptsand Requiring nospecialmathematicalbackground, this book USA NASA GoddardSpaceFlightCenter, Greenbelt,Maryland, Mark P. Kaminskiy and Scientists Reliability ModelsforEngineers Suggested Price: March 2013,6-1/8x9-1/4,242pp. eBook ISBN:978-1-4665-0574-2 Print ISBN:978-1-4665-0573-5 modeling populationdynamicswithmigrations. literature. Coverage ranges from analyzing the tails of distributions of lifetimes to incorporates newproblemsandtechniques notdiscussedinexistingactuarial and relatedprocesses.Thetextnotonlycontainstraditionalmaterialbut also and describesstatisticalmethodsbasedonempirical It mainlyfocusesontheanalysisofanindividuallife analyzing lifedistributionsandinsuranceproblems. statisticaltechniquesfor This workpresentscontemporary Victoria UniversityofWellington, NewZealand Estáte V. Khmaladze and LifeInsurance Applications toDemography Statistical Methodswith Suggested Price: June 2014,6-1/8x9-1/4,226pp.,SoftCover Print ISBN:978-1-4398-8420-1 the gameseparately. betting marketisinplay, thebooktreatsbettingbeforegameandduring in termsoftheexpectednumbergoalsbothteams.Inaddition,when The author presents an innovative perspective by thinkingaboutbettingodds needed inthemorecomplexworldoffootballbetting. management. Itaddressestheprobabilisticintuition of probability, statistics,finance,andportfolio betting contractsusingthemoderntechniques This bookcoverspricingandhedgingfootball/soccer Columbia University, NewYork, NewYork, USA Jan Vecer Science ofSoccerStatistics $129.95 /£82.00 $79.95 /£49.99 $49.95 /£31.99 www.crcpress.com

65 Probabilty Theory & Applications Probabilty Theory & Applications / SPC/Reliability/Quality Control Probabilty Theory Statistical Techniques Textbook for Project Control Applied Reliability Adedeji B. Badiru Third Edition Air Force Institute of Technology, Wright-Patterson AFB, Ohio, USA Paul A. Tobias Tina Agustiady Retired, Austin, Texas, USA BASF–The Chemical Company, Ohio, USA David C. Trindade Series: Industrial Innovation Bloom Energy, California, USA

Whether a project is simple or complex, proven project management processes This easy-to-use guide addresses basic descriptive statistics, reliability concepts, must be followed. In all cases of project management implementation, control exponential distribution, Weibull distribution, and lognormal distribution. It must be exercised to assure that project objectives are achieved. This book fills also covers reliability data plotting, acceleration models, life test data analysis the void that exists in the application of statistical techniques to project control. and systems models, and much more. This edition includes a new chapter on Although designed as a practical guide for project management professionals, Bayesian reliability analysis and expanded, updated coverage of repairable system the book will also benefit students, researchers, and instructors. modeling. The book provides detailed illustrations of software implementation using several widely available software packages, with software and other files Print ISBN: 978-1-4200-8317-0 available online. Figure slides are available upon qualifying course adoption. eBook ISBN: 978-1-4200-8318-7 January 2012, 6-1/8 x 9-1/4, 412 pp. Print ISBN: 978-1-58488-466-8 Suggested Price: $104.95 / £66.99 August 2011, 7 x 10, 600 pp. Suggested Price: $98.95 / £66.99

Stochastic Flows Equivalence and Noninferiority Andrey Dorogovtsev Tests for Quality, Manufacturing A stochastic flow is a mathematical model used to and Test Engineers simulate a system of interacting particles in random Scott Pardo media. This book synthesizes the many recent Bayer Diabetes Care, Tarrytown, New York, USA developments in methodology and applications. The methods are important for applications, particularly This book presents methods for using validation and in physics and engineering. The book also covers verification test data to demonstrate equivalence and stochastic flows with singular interaction, which are not noninferiority in engineering and applied science. It covers covered in great detail in other books. numerous tests drawn from the author’s more than 30 years of work in a range of industrial settings. The book provides computational Print ISBN: 978-1-4665-8704-5 formulas for the tests, methods to determine or justify sample sizes, and June 2014, 6-1/8 x 9-1/4, 300 pp. formulas to calculate power and operating characteristic curves. The methods 66 Suggested Price: $119.95 / £76.99 are accessible using standard statistical software and do not require complicated programming. Print ISBN: 978-1-4665-8688-8 eBook ISBN: 978-1-4665-8689-5 September 2013, 6-1/8 x 9-1/4, 232 pp. Suggested Price: $129.95 / £82.00

Understanding Probability Essential Statistical Concepts Theory and Problems for the Quality Professional Mridul Nandi D.H. Stamatis Indian Statistical Institute, Kolkata ANHUI University of Finance and Economics, Bengbu, China

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www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested Price: September 2009,7x10,471pp. Print ISBN:978-0-8493-9247-4 available uponqualifyingcourseadoption. risk analysis techniques. A solutions manual is analysis and presentselementary models for physics of failure type probabilistic life estimation and uncertainty numerous illustrativeexamples,thiseditionalsoexpandsdiscussionson the and estimationofboundsrepairableunitreliabilityavailability. With generalized renewalwithapplications,detailedBayesianestimationmethods, risk analysis techniques. This second edition features more topics, including of reliability and This textprovides a practicaland comprehensive overview Ford MotorCompany, Dearborn,Michigan,USA Vasiliy Krivtsov CollegePark,USA University ofMaryland, Mohammad ModarresandMarkKaminskiy A PracticalGuide,SecondEdition and RiskAnalysis Reliability Engineering Textbook Suggested Price: October 2013,6-1/8x9-1/4,520pp. Print ISBN:978-1-4398-4799-2 Figure slidesareavailableuponqualifyingcourseadoption. methods andallRfunctionsdatasetsareavailableontheauthor’s website. methods can handle new applications. Pseudo codes are presented for important improve uponthemoreestablishedtechniques.Theauthorshowshowthese covering traditionalmethods,thisbookdescribesmanyrecentSPCmethodsthat sequential ensure that they work stably and satisfactorily. Along with monitors (SPC) processes, such as production lines and Internet traffic, to control process Statistical Series: Chapman&Hall/CRCTexts inStatisticalScience University ofFlorida,Gainesville,USA Peihua Qiu Statistical ProcessControl Introduction to Textbook Suggested Price: August 2011,6-1/8x9-1/4,634pp. eBook ISBN:978-1-4398-4035-1 Print ISBN:978-1-4398-4034-4 qualifying courseadoption. and reducingwaste.Asolutionsmanualfigureslidesareavailableupon planning strategic of and incorporatesLeanmethodsforreducingcycletime,increasingthroughput, coverage more includes it examples, and mini-projects the revision in of theISO9000StandardsandBaldrigeAward criteria.Alongwithnew changes the reflects edition this exam, (CQE) engineer quality in anintegrativemanner. Suitableforcandidatespreparingthecertified This textcoversbothmanagementandstatisticalmethodsofqualityengineering Loyola UniversityChicago,StritchSchoolofMedicine,Illinois,USA V. RamKrishnamoorthi Bradley University, Peoria,Illinois,USA K.S. Krishnamoorthi Methods ofQuality, SecondEdition Integrating StatisticalandManagement Quality Engineering A FirstCoursein Textbook $119.95 /£77.99 $89.95 /£57.99 $139.95 /£89.00

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67 Statistical Learning & Data Mining Contrast Data Mining Data Mining for Bioinformatics Concepts, Algorithms, and Applications Sumeet Dua and Pradeep Chowriappa Louisiana Tech University, Ruston, USA Edited by Guozhu Dong This book enables researchers to meet the challenge of Wright State University, Dayton, Ohio, USA mining vast amounts of biomolecular data to discover James Bailey real knowledge. Covering data mining theory, algorithms, The University of Melbourne, Victoria, Australia methodologies, and technologies, it presents a thorough Series: Chapman & Hall/CRC Data Mining discussion of data-intensive computations used in data and Knowledge Discovery mining applied to bioinformatics. The book explains data Statistical Learning & Data Mining mining design concepts to build applications and systems. Showing how to This work collects recent results from this specialized area of data mining that prepare raw data for the mining process, the text is filled with heuristics that have previously been scattered in the literature. The book not only presents speed up the data mining process. concepts and techniques for contrast data mining, but also explores the use of contrast mining to solve challenging problems in various scientific, medical, Print ISBN: 978-0-8493-2801-5 and business domains. It examines how contrast mining is used in discriminative eBook ISBN: 978-1-4200-0430-4 gene transfer and microarray analysis, computational toxicology, spatial and November 2012, 6-1/8 x 9-1/4, 348 pp. image data classification, network security, and many more applications. Suggested Price: $93.95 / £59.99 Print ISBN: 978-1-4398-5432-7 eBook ISBN: 978-1-4398-5433-4 September 2012, 6-1/8 x 9-1/4, 434 pp. Suggested Price: $93.95 / £59.99

Data Clustering Data Mining with R Algorithms and Applications Learning with Case Studies Edited by Luis Torgo Charu C. Aggarwal University of Porto, Portugal IBM T.J. Watson Research Center, Series: Chapman & Hall/CRC Data Mining Yorktown Heights, New York, USA and Knowledge Discovery Chandan K. Reddy This hands-on book uses practical examples to illustrate Wayne State University, Detroit, Michigan, USA the power of R and data mining. Assuming no prior Series: Chapman & Hall/CRC Data Mining knowledge of R or data mining/statistical techniques, and Knowledge Discovery it covers a diverse set of problems that pose different challenges in terms of In this book, top researchers from around the world cover the entire area of size, type of data, goals of analysis, and analytical tools. The main data mining clustering, from basic methods to more refined and complex data clustering processes and techniques are presented through detailed, real-world case approaches. They pay special attention to recent issues in graphs, social studies. With these case studies, the author supplies all necessary steps, code, networks, and other domains. The book explores the characteristics of clustering and data. A supporting website provides data sets and R code. problems in a variety of application areas. It also explains how to glean detailed Print ISBN: 978-1-4398-1018-7 insight from the clustering process through supervision, human intervention, or eBook ISBN: 978-1-4398-7640-4 the automated generation of alternative clusters. 68 November 2010, 6-1/8 x 9-1/4, 305 pp. Print ISBN: 978-1-4665-5821-2 Suggested Price: $87.95 / £55.99 eBook ISBN: 978-1-4665-5822-9 August 2013, 7 x 10, 652 pp. Suggested Price: $99.95 / £63.99

Textbook Ensemble Methods Data Mining Foundations and Algorithms Theories, Algorithms, and Examples Zhi-Hua Zhou Nanjing University, China Nong Ye Series: Human Factors and Ergonomics This self-contained introduction shows how ensemble methods are used in real-world tasks. It first presents This text explains a comprehensive set of data mining background and terminology for readers unfamiliar with techniques from various data mining fields. Concepts machine learning and pattern recognition. The book then and methodologies are illustrated through numerous covers the main algorithms and theories. Moving on to examples of data mining applications in cyber attack detection, discovery of more advanced topics, the author explains details behind ensemble pruning neuronal population dynamics, and manufacturing quality control. Other topics and clustering ensembles. He also describes developments in semi-supervised include methodologies for mining classification and prediction patterns, mining learning, active learning, cost-sensitive learning, class-imbalance learning, and clustering, and mining data reduction patterns and sequential and time series comprehensibility enhancement. patterns. A solutions manual and figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4398-3003-1 eBook ISBN: 978-1-4398-3005-5 Print ISBN: 978-1-4398-0838-2 June 2012, 6-1/8 x 9-1/4, 236 pp. eBook ISBN: 978-1-4398-0839-9 Suggested Price: $83.95 / £51.99 July 2013, 6-1/8 x 9-1/4, 349 pp. Suggested Price: $119.95 / £76.99

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Practical Graph Mining with R Statistical Edited by Reinforcement Learning Nagiza F. Samatova, William Hendrix, John Modern Machine Learning Approaches Jenkins, Kanchana Padmanabhan, and Arpan Chakraborty Masashi Sugiyama and Hirotaka Hachiya Tokyo Institute of Technology, Japan Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Tetsuro Morimura Assuming no prior knowledge of mathematics or data IBM Research, Kanagua, Japan mining, this self-contained book presents a “do-it- yourself” approach to extracting interesting patterns Reinforcement learning (RL) is a framework for decision from graph data. Each chapter focuses on a graph mining task, such as link making in unknown environments based on a large amount of data. Providing an analysis, cluster analysis, and classification. Through many applications, the accessible introduction to the field, this book covers model-based and model-free book demonstrates how computational techniques can help solve real-world approaches, policy iteration, and policy search methods. It presents illustrative problems. Every algorithm and example is accompanied with R code. A solutions examples and state-of-the-art results, including dimensionality reduction in RL manual is available upon qualifying course adoption. and risk-sensitive RLm. The book provides a bridge between RL and data mining and machine learning research. Print ISBN: 978-1-4398-6084-7 eBook ISBN: 978-1-4398-6085-4 Print ISBN: 978-1-4398-5689-5 July 2013, 6-1/8 x 9-1/4, 495 pp. May 2014, 6-1/8 x 9-1/4, 400 pp. 70 Suggested Price: $79.95 / £49.99 Suggested Price: $89.95 / £57.99

RapidMiner Support Vector Machines Data Mining Use Cases Optimization Based Theory, and Business Analytics Applications Algorithms, and Extensions Edited by Naiyang Deng Markus Hofmann China Agricultural University, Beijing Institute of Technology Blanchardstown, Dublin, Ireland Yingjie Tian Ralf Klinkenberg Chinese Academy of Sciences, Beijing Rapid-I, Dortmund, Germany Chunhua Zhang Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Renmin University of China, Beijing Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Written by leaders in the data mining community, including the developers of the RapidMiner software, this book provides an in-depth introduction to Enabling a sound understanding of SVMs, this book gives readers the tools to the application of data mining and business analytics techniques and tools in solve real-world problems using SVMs. It presents an accessible treatment of scientific research, medicine, industry, commerce, and diverse other sectors. the two main components of SVMs—classification problems and regression It presents the most powerful and flexible open source software solutions: problems. The authors emphasize the close connection between optimization RapidMiner and RapidAnalytics. The book and software tools cover all relevant theory and SVMs since optimization is one of the pillars on which SVMs are steps of the data mining process. The software and their extensions can be freely built. They construct SVMs for semi-supervised, knowledge-based, and robust downloaded online. classification problems. Print ISBN: 978-1-4822-0549-7 Print ISBN: 978-1-4398-5792-2 October 2013, 7 x 10, 525 pp. eBook ISBN: 978-1-4398-5793-9 Suggested Price: $89.95 / £57.99 December 2012, 6-1/8 x 9-1/4, 363 pp. Suggested Price: $93.95 / £59.99

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71 Statistical Theory & Methods Textbook Textbook Bayesian Data Analysis Bayesian Methods Third Edition for Data Analysis Andrew Gelman, John B. Carlin, Hal S. Stern, Third Edition David B. Dunson, Aki Vehtari, and Donald B. Rubin Bradley P. Carlin Series: Chapman & Hall/CRC Texts in Statistical Science University of Minnesota, Minneapolis, USA Along with new and revised software code, the third Thomas A. Louis edition of this classic text includes four new chapters Johns Hopkins Bloomberg School of Public Health, on nonparametric modeling, updates the discussion of cross-validation and Baltimore, Maryland, USA Series: Chapman & Hall/CRC Texts in Statistical Science

Statistical Theory & Methods Statistical Theory predictive information criteria, and improves convergence monitoring and effective sample size calculations for iterative simulation. It also covers weakly Broadening its scope to nonstatisticians, this edition concentrates more on informative priors, boundary-avoiding priors, Hamiltonian Monte Carlo, hierarchical Bayesian modeling as implemented via MCMC methods and related variational Bayes, and expectation propagation. Data sets and other materials data analytic techniques. It contains an introduction to hierarchical statistical are available online. Figure slides are available upon qualifying course adoption. modeling, a new chapter on Bayesian design that emphasizes Bayesian clinical Print ISBN: 978-1-4398-4095-5 trials, a completely revised and expanded section on ranking and histogram October 2013, 7 x 10, 675 pp. estimation, and a new case study on infectious disease modeling and the 1918 Suggested Price: $69.95 / £44.99 flu epidemic. This edition also includes new data examples, corresponding R and WinBUGS code, and exercises. A solutions manual is available upon qualifying course adoption. Print ISBN: 978-1-58488-697-6 eBook ISBN: 978-1-4398-8934-3 June 2008, 6-1/8 x 9-1/4, 552 pp. Suggested Price: $79.95 / £51.99

Textbook Classification Bayesian Ideas and Data Analysis and Regression Trees An Introduction for Scientists Leo Breiman, Jerome Friedman, Charles J. Stone, and Statisticians and R.A. Olshen Ronald Christensen, Wesley Johnson, This book focuses on the methodology used to construct Adam Branscum, and Timothy E. Hanson tree-structured rules. Unlike many other statistical Series: Chapman & Hall/CRC Texts in Statistical Science procedures, which moved from pencil and paper to calculators, the use of trees was unthinkable before Emphasizing the use of WinBUGS and R to analyze real computers. The book looks at both the practical and data, this text highlights foundational issues in statistics, the importance of theoretical sides of tree methods. It covers the use of trees as a data analysis making accurate predictions, and the need for scientists and statisticians to method and, in a more mathematical framework, proves some of their collaborate in analyzing data. The authors cover a large number of statistical fundamental properties. models, explore numerical approximations via MCMC simulation, and include numerous exercises and real-world examples. The WinBUGS code provided offers Print ISBN: 978-0-412-04841-8 a convenient platform to model and analyze a wide range of data. Code and January 1984, 6-1/8 x 9-1/4, 368 pp., Soft Cover 72 other materials are available on the book’s website. Figure slides are available Suggested Price: $104.95 / £65.99 upon qualifying course adoption. Print ISBN: 978-1-4398-0354-7 eBook ISBN: 978-1-4398-0355-4 July 2010, 7 x 10, 516 pp. Suggested Price: $75.95 / £51.99

Bayesian Inference for Confidence Intervals for Partially Identified Models Proportions and Related Exploring the Limits of Limited Data Measures of Effect Size Paul Gustafson Robert G. Newcombe University of British Columbia, Vancouver, Canada Cardiff University, Wales, UK Series: Chapman & Hall/CRC Monographs on Statistics Series: Chapman & Hall/CRC Biostatistics & Applied Probability This book illustrates the use of effect size measures and Many observational studies in epidemiology and other corresponding confidence intervals as more informative disciplines face inherent limitations in study design and alternatives to the most basic and widely used significance tests. It provides data quality, such as selection bias, unobserved variables, and poorly measured readers with a deep understanding of what happens when these statistical variables. This book presents an overview of Bayesian inference in partially methods are applied in situations far removed from the familiar Gaussian identified models. It includes many examples to illustrate the methods and case. Requiring little computational skills, the book offers user-friendly Excel provides R code for their implementation on the book’s website. The author also spreadsheets for download on the book’s CRC Press web page, enabling readers addresses a number of open questions to stimulate further research in this area. to easily apply the methods to their own empirical data. Print ISBN: 978-1-4398-6939-0 Print ISBN: 978-1-4398-1278-5 June 2014, 6-1/8 x 9-1/4, 256 pp. eBook ISBN: 978-1-4398-1279-2 Suggested Price: $89.95 / £57.99 August 2012, 6-1/8 x 9-1/4, 468 pp. Suggested Price: $93.95 / £59.99

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested Price: May 2010,6-1/8x9-1/4,596pp. eBook ISBN:978-1-4200-6064-5 Print ISBN:978-1-4200-6060-7 solutions manualisavailableuponqualifying courseadoption. analysis results.SAScodeandancillaries areavailableontheauthor’s website.A experiments,andinterpretingcomputerdata an appropriatedesign,performing experimental designandresearch topics.Thetextdiscusseschoosingandcreating industries.Itcoversboth classicalideasin industrial chemicals,andmachinery applications from the pharmaceutical, agricultural, designs andanalysisofdata,thistextpresentsmany Using SAS9.2toillustratetheconstructionofexperimental Series: Chapman&Hall/CRCTexts inStatisticalScience Brigham Young University, Provo,Utah,USA John Lawson Experiments withSAS Design andAnalysisof Textbook Suggested Price: June 2014,6-1/8x9-1/4,596pp. Print ISBN:978-1-4398-6813-3 Figure slidesareavailableuponqualifyingcourseadoption. industries. pharmaceutical, agricultural,industrialchemicals,andmachinery results ofcomputerdataanalysis.Italsoincludesmanyapplicationsfromthe experiments,andtheinterpretationof of creatingadesignandperforming research projectthatleads toanappropriatedesignchoice,thepracticalaspects data. Thebookclearlydiscussestheobjectivesofa construction ofexperimentaldesignsandanalysis This isoneofthefirsttextstouseRillustrate Series: Chapman&Hall/CRCTexts inStatisticalScience Brigham Young University, Provo,Utah,USA John Lawson of ExperimentswithR Design andAnalysis Textbook Suggested Price: November 2013,6-1/8x9-1/4,251pp. Print ISBN:978-1-4665-5666-9 (internal analysis). matrices decomposed to PCA applies then and analysis) (external information explains howCPCAfirstdecomposesthedatamatrixaccordingtoexternal related cases, special underpinnings, topics, interestingapplications,andimplementationdetails.Theauthor mathematical the of account in-depth extensions, implementations,andapplications.Thisbookprovidesasystematic, (CPCA) over 20yearsago,thereisnosingleresource thatexaminesitsramifications, analysis component principal constrained of introduction the Despite & AppliedProbability Series: Chapman&Hall/CRCMonographsonStatistics British Columbia,Canada and AdjunctProfessor, UniversityofVictoria, Professor Emeritus,McGillUniversity, Montreal,Quebec, Yoshio Takane and RelatedTechniques Component Analysis Constrained Principal $104.95 /£69.99 $99.95 /£63.99 $89.95 /£57.99

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73 Statistical Theory & Methods Textbook Generalized Extending the Linear Estimating Equations Model with R Second Edition Generalized Linear, Mixed Effects James W. Hardin and Nonparametric Regression Models University of South Carolina, Columbia, USA Joseph M. Hilbe Julian J. Faraway California Institute of Technology, Pasadena, University of Bath, UK and Arizona State University, Tempe, USA Series: Chapman & Hall/CRC Texts in Statistical Science This second edition of a bestseller incorporates comments Linear models form the foundation of a vast range of statistical methodologies. and suggestions from a variety of sources, including the Statistics.com course Statistical Theory & Methods Statistical Theory This text surveys the techniques that grow from the regression model, presenting on longitudinal and panel models taught by the authors. Along with doubling three extensions to that framework: generalized linear models, mixed effect the number of end-of-chapter exercises, this edition offers more thorough models, and nonparametric regression models. It provides a well-stocked coverage of hypothesis testing and diagnostics, expands discussion of various toolbox of modern methodologies and holds the potential to break new ground models associated with GEE, and provides a new presentation of model selection in the way graduate-level courses are taught in this area. procedures. The book includes numerous examples and software code used to Print ISBN: 978-1-58488-424-8 create, run, and evaluate the models. eBook ISBN: 978-0-203-49228-4 Print ISBN: 978-1-4398-8113-2 December 2005, 6-1/8 x 9-1/4, 312 pp. eBook ISBN: 978-1-4398-8114-9 Suggested Price: $98.95 / £51.99 December 2012, 6-1/8 x 9-1/4, 277 pp. Suggested Price: $93.95 / £59.99

Flexible Imputation Textbook of Missing Data Generalized Linear Stef van Buuren Mixed Models TNO Quality of Life, Leiden, The Netherlands Modern Concepts, Methods Series: Chapman & Hall/CRC Interdisciplinary Statistics and Applications This practical guide provides a flexible and accessible Walter W. Stroup framework for multiple imputation along with strategies University of Nebraska, Lincoln, USA for obtaining effective solutions to these problems. The Series: Chapman & Hall/CRC Texts in Statistical Science text is supported by many examples using real data taken from the author’s vast research involving missing data. All of the analyses can be With numerous examples using SAS® PROC GLIMMIX, this text presents an replicated in R using the dedicated package MICE, which was developed by the introduction to linear modeling using the GLMM as an overarching conceptual author. Topics covered include multiple imputation, multivariate and univariate framework. For readers new to linear models, the book helps them see the missing data, as well as issues of measurement, selection, and longitudinal data. big picture. It shows how linear models fit with the rest of the core statistics curriculum and points out the major issues that statistical modelers must Print ISBN: 978-1-4398-6824-9 consider. Data for all exercises and SAS files for all examples are available on the eBook ISBN: 978-1-4398-6825-6 book’s CRC Press web page. March 2012, 6-1/8 x 9-1/4, 342 pp. Suggested Price: $93.95 / £59.99 Print ISBN: 978-1-4398-1512-0 74 eBook ISBN: 978-1-4665-5587-7 September 2012, 7 x 10, 555 pp. Suggested Price: $93.95 / £59.99

Textbook Textbook Generalized Additive Models Generalized Linear Models An Introduction with R Second Edition Simon N. Wood P. McCullagh University of Bath, UK University of Chicago, Illinois, USA Series: Chapman & Hall/CRC Texts in Statistical Science J.A. Nelder Imperial College, London, UK This text imparts a thorough understanding of the theory Series: Chapman & Hall/CRC Monographs on Statistics and practical applications of generalized additive models & Applied Probability and related advanced models. The author’s approach is based on a framework of penalized regression splines. He builds the necessary This bestseller remains popular today for its clarity, richness of content, and direct foundation through motivating chapters on linear and generalized linear models. relevance to agricultural, biological, health, engineering, and other applications. Use of R software helps explain the theory and illustrates the practicalities of It provides a definitive and unified treatment of methods for the analysis of diverse linear, generalized linear, and generalized additive models as well as their mixed types of data. The authors examine the way a response variable depends on a effect extensions. An R package containing the datasets is available online. combination of explanatory variables, treatment, and classification variables. The text includes worked examples, plentiful exercises, and topics of direct use to Print ISBN: 978-1-58488-474-3 students and researchers in many disciplines. February 2006, 6-1/8 x 9-1/4, 410 pp. Suggested Price: $104.95 / £65.99 Print ISBN: 978-0-412-31760-6 August 1989, 6 x 9, 532 pp. Suggested Price: $119.95 / £82.00

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75 Statistical Theory & Methods Hidden Markov Models Textbook for Time Series An Introduction to An Introduction Using R Generalized Linear Models Walter Zucchini Third Edition University of Gottingen, Germany Annette J. Dobson Iain L. MacDonald University of Queensland, Herston, Australia University of Cape Town, South Africa Adrian G. Barnett Series: Chapman & Hall/CRC Monographs on Statistics Queensland University of Technology, Kelvin Grove, Australia & Applied Probability Series: Chapman & Hall/CRC Texts in Statistical Science This book illustrates the wonderful flexibility of HMMs as general-purpose models Statistical Theory & Methods Statistical Theory Updated with Stata, R, and WinBUGS code as well as three new chapters on for time series data. It presents an accessible overview of HMMs for analyzing Bayesian analysis, this new edition of a bestseller continues to provide a cohesive time series data and explores a variety of applications in animal behavior, finance, framework for statistical modeling. Emphasizing numerical and graphical epidemiology, climatology, and sociology. The authors discuss how to employ methods, it enables readers to understand the unifying structure that underpins R to carry out computations for parameter estimation, model selection and GLMs. The text discusses common concepts and principles of advanced GLMs. checking, decoding, and forecasting. They provide all of the data sets analyzed It contains numerous examples from business, medicine, engineering, and the in the text online. social sciences and offers the data sets and solutions to the exercises online. Print ISBN: 978-1-58488-573-3 Print ISBN: 978-1-58488-950-2 eBook ISBN: 978-1-4200-1089-3 eBook ISBN: 978-1-4398-8919-0 April 2009, 6 x 9, 288 pp. May 2008, 6-1/8 x 9-1/4, 320 pp., Soft Cover Suggested Price: $91.95 / £55.99 Suggested Price: $71.95 / £43.99

Interpreting and Visualizing Textbook Regression Models Using Stata Linear Algebra and Matrix Michael N. Mitchell Analysis for Statistics UCLA Academic Technology Services Consulting Group, Los Angeles, California, USA Sudipto Banerjee University of Minnesota, Minneapolis, USA This book provides a clear treatment of how to Anindya Roy carefully present results from model-fitting in a wide University of Maryland Baltimore County, USA variety of settings. It is suitable for anyone who has to Series: Chapman & Hall/CRC Texts in Statistical Science present the tangible meaning of a complex model in a clear fashion regardless of the audience. For example, experienced researchers Using a vector-space approach, this book provides an understanding of the are often uncomfortable when asked to give a simple explanation of the applied major concepts that underlie linear algebra and matrix analysis. Each chapter meaning of interactions in nonlinear models, such as logistic regression. The introduces a key topic, such as infinite-dimensional spaces, and provides tools in this book make this task much more enjoyable and comprehensible. illustrative examples. The authors examine recent developments in diverse fields, such as spatial statistics, machine learning, data mining, and social network Print ISBN: 978-1-59718-107-5 analysis. Accessible to students without prior knowledge of linear algebra, the 76 April 2012, 6 x 9, 558 pp., Soft Cover text also includes results that are useful for traditional statistical applications. Suggested Price: $79.95 / £49.99 Figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4200-9538-8 May 2014, 6-1/8 x 9-1/4, 416 pp. Suggested Price: $79.95 / £49.99

An Introduction to the Bootstrap Textbook Bradley Efron and Robert J. Tibshirani Linear Models with R Stanford University, California, USA Julian J. Faraway Series: Chapman & Hall/CRC Monographs on Statistics University of Bath, UK & Applied Probability Series: Chapman & Hall/CRC Texts in Statistical Science This introduction arms scientists, engineers, and This is the first text that directly uses R to teach data statisticians with the computational techniques needed analysis. It demonstrates the different methods available to analyze and understand complicated data sets. The and in which situations each one applies. The book covers bootstrap is a computer-based method of statistical the basics of estimation, missing data, factorial designs, inference that answers statistical questions without and block designs. It also discusses topics rarely addressed in books of this type, formulas and gives a direct appreciation of variance, bias, coverage, and other such as model uncertainty. Examples clarify both the use of each technique and probabilistic phenomena. This book presents an overview of the bootstrap and the conclusions one can draw from the results. All of the data sets are available related methods for assessing statistical accuracy, concentrating on the ideas for download online. rather than their mathematical justification. Print ISBN: 978-1-58488-425-5 Print ISBN: 978-0-412-04231-7 eBook ISBN: 978-1-4822-2837-3 May 1994, 6 x 9, 456 pp. August 2004, 6-1/8 x 9-1/4, 240 pp. Suggested Price: $129.95 / £84.00 Suggested Price: $96.95 / £51.99

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for MonteCarloIntegration Suggested Price: May 2013,6-1/8x9-1/4,626pp. eBook ISBN:978-1-4665-0417-2 Print ISBN:978-1-4665-0405-9 computational physicsandpopulationbiology. in arising measures quasi-invariant and energy free and mathematics, financial and uncertaintypropagationsinnumericalcodes,rareeventsimulation, filtering andmultipletargettracking,stochasticoptimization,calibration estimation inhiddenMarkovchainmodels,stochasticoptimization,nonlinear nonlinear Markovchainmodels.Italsocoversapplicationsrelatedtoparameter models, includingrefinedconvergenceanalysison mathematical treatment of these mean field particle This bookpresentsthefirstcomprehensiveandmodern on Statistics&AppliedProbability Series: Chapman&Hall/CRCMonographs University ofBordeaux,Talence, France Pierre DelMoral Mean FieldSimulation Suggested Price: July 2012,6-1/8x 9-1/4,410pp. eBook ISBN:978-1-4398-4069-6 Print ISBN:978-1-4398-4068-9 finance, andengineering.Exercises arealsoprovidedinthetext. text emphasizes applications in the fields ofbiomedical science, bioinformatics, relative strengthsandweaknesses.Using examplestoillustratethemethods, methodology, thisbookcoversbothmethods inparalleltodemonstratetheir ofthe departures frommodelassumptions. Acomprehensiveoverview statistical methodsarenotundulyaffectedbydataoutliersorothersmall Closely related to nonparametric methods,robust Technical University, Liberec,CzechRepublic Jan Picek University ofNorthCarolina,ChapelHill,USA Pranab KumarSen Charles University, Prague,CzechRepublic Jana Jurecˇková Nonparametric Statistics Methodology inRobustand Suggested Price: October 2014,6-1/8x9-1/4,200pp. Print ISBN:978-1-4665-7317-8 with avarietyofdetailedworkedexamplesusingrealdata. practical applicationsofMendelianrandomization.Themethodsareillustrated It alsodiscussesstatisticalissueswithinstrumentalvariableanalysisandexplores the useofgeneticvariantsasinstrumentalvariablestoassesscausalassociations. emerging areaofresearch inbiostatisticsandepidemiology, thisbookexamines data.Coveringthis associations fromobservational Mendelian randomization is a way of assessing causal University ofCambridge,UK Simon G.Thompson MRC BiostatisticsUnit,Cambridge,UK Stephen Burgess to EstimateCausalAssociations Statistical MethodsforUsingGenes Mendelian Randomization $99.95 /£63.99 $104.95 /£66.99 $59.95 /£34.99 www.crcpress.com

77 Statistical Theory & Methods Textbook Multilevel Modeling Using R Modern Survey Sampling W. Holmes Finch and Jocelyn E. Bolin Ball State University, Muncie, Indiana, USA Arijit Chaudhuri Indian Statistical Institute, Kolkata Ken Kelley University of Notre Dame, Indiana, USA Starting from the preliminaries through real examples, the author tells the story about what a sample intends to This book presents the theory and practice of major communicate to readers about the unknowable aggregate multilevel modeling techniques in a variety of in a real situation. The story develops its own logic and contexts using R as the software tool. It describes the the book presents various intellectual approaches in a applications and extensions of multilevel modeling lucid manner. It also reviews recent developments, explores fresh and unseen with special emphasis on the use of R to conduct the analyses and interpret

Statistical Theory & Methods Statistical Theory problems, and addresses possible solutions. A solutions manual and figure slides the resulting output. The book is designed for researchers, data analysts, and are available upon qualifying course adoption. upper-level undergraduate and graduate students taking a course on multilevel modeling or statistical modeling. Print ISBN: 978-1-4665-7260-7 April 2014, 6-1/8 x 9-1/4, 350 pp. Print ISBN: 978-1-4665-1585-7 Suggested Price: $99.95 / £63.99 April 2014, 6-1/8 x 9-1/4, 250 pp., Soft Cover Suggested Price: $49.95 / £31.99

Multilevel and Longitudinal Multivariate Bonferroni-Type Modeling Using Stata Inequalities Volumes I and II, Third Edition Theory and Applications Sophia Rabe-Hesketh John Chen University of California, Berkeley, USA Bowling Green State University, Ohio, USA

Anders Skrondal This book uses applications to introduce multivariate London School of Economics, UK inequalities before describing their explicit forms and This book examines Stata’s treatment of GLMMs, also theory. It gives many examples of the application of known as multilevel or hierarchical models. The first volume covers continuous multivariate Bonferroni-type bounds, including testing procedures based on Gaussian linear mixed models and the second volume discusses GLMMs for multivariate Bonferroni-type bounds for the assessment of the drug efficacy in binary, categorical, count, and survival outcomes. clinical trials. The book discusses how the evaluation of system reliability requires multivariate Bonferroni-type inequalities when a series of subsystems are involved Print ISBN: 978-1-59718-108-2 and each subsystem has a parallel design. It also explores how stocks associated April 2012, 7 3/8 x 9 1/4, Soft Cover with extreme events demand multivariate Bonferroni-type inequalities. Suggested Price: $149.95 / £95.00 Print ISBN: 978-1-4665-1843-8 78 May 2014, 6-1/8 x 9-1/4, 275 pp. Suggested Price: $99.95 / £63.99 Volume I: Continuous Responses Print ISBN: 978-1-59718-103-7 April 2012, 7 3/8 x 9 1/4, 514 pp., Soft Cover Suggested Price: $89.95 / £57.99

Nonparametric Statistical Methods Using R John Kloke University of Pittsburgh, Pennsylvania, USA Volume II: Categorical Responses, Joseph McKean Counts, and Survival Western Michigan University, Kalamazoo, USA Print ISBN: 978-1-59718-104-4 Series: Chapman & Hall/CRC The R Series April 2012, 7 3/8 x 9 1/4, 484 pp., Soft Cover Suggested Price: $89.95 / £57.99 Focusing on robust rank-based nonparametric methods, this book covers rank-based fitting and testing for models ranging from simple location models to general linear models for uncorrelated and correlated responses. Illustrated with real data examples using R, each chapter includes a short problem set with data sets. The corresponding example codes are available online. Accessible to nonspecialists, the book also offers an appendix with the technical details of the geometry of rank-based estimation. Print ISBN: 978-1-4398-7343-4 May 2014, 6-1/8 x 9-1/4, 200 pp., Soft Cover Suggested Price: $59.95 / £38.99

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P values and values and 79 Statistical Theory & Methods Pierre Gy’s Sampling Theory Probability and Statistics and Sampling Practice A Didactic Introduction Heterogeneity, Sampling Correctness, Edited by and Statistical Process Control, José I. Barragués, Adolfo Morais, Second Edition and Jenaro Guisasola University of the Basque Country, San Sebastián, Spain Francis F. Pitard Broomfield, Colorado, USA With contributions from leaders in the field, this book provides a comprehensive introduction to the foundations The second edition of this bestseller is a step-by-step of probability and statistics. Each chapter covers a major guide for process variability management and methods. This edition provides a topic and offers an intuitive view of the subject matter, methodologies, concepts, Statistical Theory & Methods Statistical Theory comprehensive study of heterogeneity, covering the basic principles of sampling terms, and related applications. Suitable for researchers, the book can also be theory and its various applications. Many practical examples illustrate how used in entry-level courses for math, science, and engineering students; higher- to select appropriate sampling protocols and assess the validity of sampling level courses; and postgraduate university studies. protocols from others. The book describes good and poor sampling devices to educate readers on what to look for when purchasing sampling systems. Print ISBN: 978-1-4822-1977-7 February 2014, 6-1/8 x 9-1/4, 506 pp. Print ISBN: 978-0-8493-8917-7 Suggested Price: $149.95 / £95.00 August 1993, 7 x 10, 516 pp. Suggested Price: $283.00 / £181.00

Textbook Quality Management for Practical Multivariate Analysis Organizations Using Fifth Edition Lean Six Sigma Techniques Abdelmonem Afifi Erick Jones University of California, Los Angeles, USA The University of Texas at Arlington, USA

Susanne May This book presents the background on quality and University of Washington, Seattle, USA modern Lean Six Sigma techniques and tools. It reviews Virginia A. Clark the previous history of Lean Six Sigma in manufacturing Consultant, Sequim, Washington, USA as well as current applications of Lean Six Sigma in Series: Chapman & Hall/CRC Texts in Statistical Science operations. The book also examines which projects should be selected and Taking into account novel multivariate analyses as well as new options for many prioritized and what to do with non-Lean Six Sigma projects. It describes the standard methods, this renamed, new edition shows readers how to perform different Six Sigma certifications, along with future directions. A solutions manual multivariate statistical analyses and understand the results. Along with more is available upon qualifying course adoption. problems and data sets, the fifth edition includes a new chapter on regression Print ISBN: 978-1-4398-9782-9 of correlated outcomes. Data sets and code are available for download online. A January 2014, 7 x 10, 560 pp. solutions manual and figure slides are available upon qualifying course adoption. Suggested Price: $149.95 / £95.00 80 Print ISBN: 978-1-4398-1680-6 eBook ISBN: 978-1-4398-9202-2 July 2011, 6-1/8 x 9-1/4, 537 pp. Suggested Price: $98.95 / £48.99

Principles of Uncertainty Quasi-Least Squares Regression Joseph B. Kadane Justine Shults Carnegie Mellon University, Pittsburgh, Pennsylvania, USA University of Pennsylvania, Philadelphia, USA Series: Chapman & Hall/CRC Texts in Statistical Science Joseph M. Hilbe California Institute of Technology, Pasadena, and Arizona Addressing what are sometimes thought of as two State University, Tempe, USA different subjects, this book presents statistics as simply Series: Chapman & Hall/CRC Monographs on Statistics an application of probability. It provides a comprehensive & Applied Probability introduction to uncertainty principles and the theory of Bayesian statistics. Each chapter begins by introducing one This book demonstrates the advantages of quasi-least new concept or assumption and then explores the consequences of that new squares (QLS) in comparison with alternative methods. assumption when added to those already made. Chapters end with a summary Special focus is given to goodness-of-fit analysis and strategies for selecting and exercises. The author introduces mathematical ideas just before they are the appropriate working correlation structure. A fully worked-out example applied to advance the main argument. leads readers from the planning stages of a study through model construction and interpretation. Stata is used for the majority of examples, along with Print ISBN: 978-1-4398-6161-5 corresponding R, SAS, and MATLAB® code available in the book or on the book’s eBook ISBN: 978-1-4398-6162-2 website. May 2011, 7 x 10, 503 pp. Suggested Price: $93.95 / £62.99 Print ISBN: 978-1-4200-9993-5 January 2014, 6-1/8 x 9-1/4, 240 pp. Suggested Price: $89.95 / £57.99

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81 Statistical Theory & Methods Statistical Analysis of Spatial and Textbook Spatio-Temporal Point Patterns Statistical Methods for Third Edition Handling Incomplete Data Peter J. Diggle Jae Kwang Kim and Jun Shao Lancaster University, UK Along with many examples, this text covers the most up- Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability to-date statistical theories and computational methods for analyzing incomplete data. It presents a thorough Retaining all the material from the second edition and treatment of statistical theories of likelihood-based adding substantial new material, this third edition inference with missing data. It also discusses numerous presents models and statistical methods for analyzing spatially referenced point computational techniques and theories on imputation and extensively covers Statistical Theory & Methods Statistical Theory process data. Reflected in the title, this edition now covers spatio-temporal point methods involving propensity score weighting, nonignorable missing data, patterns. It also incorporates the use of R through several packages dedicated longitudinal missing data, survey sampling, and statistical matching. Figure slides to the analysis of spatial point process data, with code and data sets available are available upon qualifying course adoption. online. Practical examples illustrate how the methods are applied to analyze Print ISBN: 978-1-4398-4963-7 spatial data in the life sciences. eBook ISBN: 978-1-4398-4964-4 Print ISBN: 978-1-4665-6023-9 July 2013, 6-1/8 x 9-1/4, 223 pp. eBook ISBN: 978-1-4665-6024-6 Suggested Price: $89.95 / £57.99 July 2013, 6-1/8 x 9-1/4, 268 pp. Suggested Price: $79.95 / £49.99

Textbook Statistical Methods for Statistical Inference Stochastic Differential Equations An Integrated Approach, Edited by Second Edition Mathieu Kessler Universidad Politécnica de Cartagena, Spain Helio S. Migon, Dani Gamerman, and Francisco Louzada-Neto Alexander Lindner TU Braunschweig, Germany Series: Chapman & Hall/CRC Texts in Statistical Science Michael Sorensen Unique in its presentation of topics from both classical University of Copenhagen, Denmark and Bayesian perspectives, this second edition describes the relative strengths Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability and weaknesses of the different approaches in each case. It covers all the key topics of standard inference courses, including point and interval estimation, This book presents research trends and developments in statistical methods hypothesis testing, prediction, approximation, and linear models. Along with real for stochastic differential equations. Accessible to new students and seasoned data examples and exercises for self-study, this edition offers numerous updates researchers, each chapter starts with introductions to the topics and builds that reflect recent developments. Figure slides are available upon qualifying gradually toward discussing recent research. Chapters are self-contained and course adoption. written by leading researchers from the field. The book includes applications to finance and econometrics. 82 Print ISBN: 978-1-4398-7880-4 August 2014, 6-1/8 x 9-1/4, 320 pp. Print ISBN: 978-1-4398-4940-8 Suggested Price: $89.95 / £57.99 eBook ISBN: 978-1-4398-4976-7 May 2012, 6-1/8 x 9-1/4, 507 pp. Suggested Price: $104.95 / £66.99

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www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 available ontheauthors’websites. Suggested Price: May 2010,6-1/8x 9-1/4,368pp. eBook ISBN:978-1-4200-9337-7 Print ISBN:978-1-4200-9336-0 methods. Manyofthedatasets,Rand MATLAB and casestudiestoillustratetheflexibility andpracticalimpactofthemodels series, theauthorspresentanalysesofreal timeseriesdatainnumerousexamples time structured of analysis intensive computationally model-based, Emphasizing graphical models, SMC methods, and nonlinear/non-Gaussian dynamic models. also discussestechniquesformodelingtimeseriesdata,suchasdynamic This textcoversthemajorareasofmoderntimeseriesmodelsandtheory. It Series: Chapman&Hall/CRCTexts inStatisticalScience Duke University, Durham,NorthCarolina,USA Mike West University ofCalifornia,SantaCruz,USA Raquel Prado Modeling, Computation,andInference Time Series Textbook Suggested Price: December 2013,6-1/8x9-1/4,407pp. Print ISBN:978-1-4665-0557-5 to beusedforself-studyorinaspecialtopicscourse. and agriculture,illustratethemethods.Exercises ineachchapterenablethebook literature ofprojectivegeometry. Numerousexamples,mainlyfromengineering for resolutionIVdesigns,andsomeresultsontheirstructurestakenfromthe of theory a design key for constructing factorial designs, new construction methods design, factorial multi-stratum modern of theory general the the covers It design. of factorial treatment up-to-date and systematic, rigorous, a provides book self-contained This & AppliedProbability Series: Chapman&Hall/CRCMonographsonStatistics and AcademiaSinica,Taiwan University ofCalifornia,Berkeley, USA, Ching-Shui Cheng Single- andMulti-StratumExperiments ofFactorialDesign Theory Suggested Price: December 2013,7x10,624pp. Print ISBN:978-1-4665-6046-8 available uponqualifyingcourseadoption. and statisticsatthefoundationallevel.Asolutionsmanualfigureslidesare mathematical backgroundandaseriousinterestinunderstandingprobability science, ecology, economics,andengineering,whohavetheappropriate be usedbygraduatestudentsinthequantitativesciences,suchascomputer to probabilityandmathematicalstatisticsforundergraduatestudents.Itcanalso This text is designed for a two-quarter or two-semester post-calculus introduction Series: Chapman&Hall/CRCTexts inStatisticalScience University ofCalifornia,Davis,USA Francisco J.Samaniego A Text forStatisticiansandQuantitativeScientists Mathematical Statistics Stochastic Modelingand Textbook $104.95 /£65.99 $99.95 /£63.99 $99.95 /£49.99

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® code, and other material are code,andothermaterialare Textbook Suggested Price: 2012,6-1/8x9-1/4,574pp. January eBook ISBN:978-1-4200-9461-9 Print ISBN:978-1-4200-9460-2 develop theirowncomputationaltoolboxtoapplythemethodsrealdata. provides useful instructions for computational problems, enabling readersto the bookissupportedbymanyrealexamplestoillustratemethodsand Accessible toappliedstatisticiansaswellquantitativelytrainedneuroscientists, time seriesmodelsforthestudyofneurosciencedata. of neuroscience data. This book presents an overview interest intheuseoftimeseriesmodelsforstudy Due torecentadvancesinmethodology, thereisincreasing Statistics Series: Chapman&Hall/CRCInterdisciplinary Institute ofStatisticalMathematics,Tokyo, Japan Tohru Ozaki Time SeriesModeling Suggested Price: 2014,6-1/8 x9-1/4,440pp. January Print ISBN:978-1-4665-8980-3 and consistency. by leading researchers in thefield andthoroughlyeditedtoensure coherence many real data examples and software implementations. Each chapter is written and futureresearch directions.To illustratethemethods,bookincorporates It coversthehistoricaldevelopmentof each topic,alongwithmoderntechniques component analysis,clustermultidimensionalscaling,andmuchmore. in datavisualization,encompassingcorrespondenceanalysis,nonlinearprincipal ofthestateart This volumepresentsanoverview Series: Chapman&Hall/CRCComputerScienceDataAnalysis Universitat PompeuFabra,Barcelona, Spain Michael Greenacre University ofBonn,Germany Jorg Blasius Edited by Verbalization ofData Visualization and Suggested Price: April 2013,7x10,569pp. eBook ISBN:978-1-4665-1212-2 Print ISBN:978-1-4665-1210-8 manual andfigureslidesareavailableuponqualifyingcourseadoption. critically, anddesigntheirownstudiestoavoidcommonerrors.Asolutions and Bayesianmethods.Thebookteachesstudentshowtoproperlymodel,think courses such aslogisticregression,maximumlikelihood,bootstrapping,nonparametrics, statistics elementary behindsophisticatedstatisticaltopics, fundamental assumptionsandmachinery between bridge and advanced research methods courses,this text helps students grasp the much-needed a Providing Series: Chapman&Hall/CRCTexts inStatisticalScience Sam HoustonStateUniversity, Huntsville,Texas, USA Kevin S.S.Henning Texas Tech University, Lubbock,USA Peter H.Westfall Statistical Methods Understanding Advanced of NeuroscienceData $104.95 /£66.99 $109.95 /£69.99 $79.95 /£44.99 www.crcpress.com

83 Statistical Theory & Methods Active Risk Management Textbook Financial Models and A Course on Statistical Methods Statistics for Finance Tze Leung Lai Stanley L. Sclove Stanford University, California, USA University of Illinois, Chicago, USA Statistics for Business, Finance, and Economics Haipeng Xing Providing the connection between elementary statistics SUNY, Stony Brook, New York, USA courses and quantitative finance courses, this text helps Series: Chapman & Hall/CRC Financial Mathematics both existing and future quants improve their data Following the recent financial crisis, risk management analysis skills and better understand the modeling process. in financial institutions, particularly in banks, has attracted widespread attention It incorporates applied statistics and mathematical statistics and requires no prior and discussion. This book introduces an innovative concept and methodology background in finance. The author introduces regression analysis, time series developed by the authors: active risk management. The book is suitable for analysis, and multivariate analysis step by step using models and methods from graduate students in mathematical finance/financial engineering, economics, finance. Figure slides are available upon qualifying course adoption. and statistics as well as for practitioners in finance and insurance. The book’s Print ISBN: 978-1-4398-9254-1 website features the data sets used in the examples along with various exercises. eBook ISBN: 978-1-4665-7821-0 Print ISBN: 978-1-4398-3948-5 December 2012, 6-1/8 x 9-1/4, 269 pp. February 2014, 6-1/8 x 9-1/4, 350 pp. Suggested Price: $93.95 / £59.99 Suggested Price: $89.95 / £57.99

Computational Actuarial Textbook Science with R Customer and Business Analytics Edited by Applied Data Mining for Arthur Charpentier Business Decision Making Using R University of Québec, Montreal, Canada Daniel S. Putler Series: Chapman & Hall/CRC The R Series Alteryx, California, USA Taking a broad approach, this book explores recent Robert E. Krider developments in statistics that have impacted actuarial Simon Fraser University, Burnaby, British Columbia, Canada science. It covers inference, Bayesian methods, statistical Series: Chapman & Hall/CRC The R Series learning, spatial analysis, and estimation before moving on to specific insurance Showing how data mining can improve the performance of organizations, this and finance issues and applications. Each chapter describes a theoretical model, book and its R-based software provide the skills and tools needed to successfully presents the core of the R code to show how the algorithm works, and then develop advanced analytics capabilities. It demonstrates, via the accompanying includes illustrations of the implementations. open-source software, how advanced analytical tools can address various Print ISBN: 978-1-4665-9259-9 business problems. Readers can access a powerful, GUI-enhanced customized R March 2014, 6-1/8 x 9-1/4, 500 pp. package online as well as example data sets on the book’s website. Figure slides 84 Suggested Price: $89.95 / £57.99 are available upon qualifying course adoption. Print ISBN: 978-1-4665-0396-0 eBook ISBN: 978-1-4665-0399-1 May 2012, 7 x 10, 315 pp., Soft Cover Suggested Price: $73.95 / £46.99

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www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Suggested Price: 2009,6-1/8x9-1/4,374pp. January eBook ISBN:978-1-4200-6425-4 Print ISBN:978-1-4200-6424-7 econometric estimationareavailableon theauthors’websites. of simultaneousspatialdependence. MATLAB® toolboxesuseful forspatial phenomenon often-mystifying the clarify authors The circumstances. different spatial regressionspecifications,and appliedmodelingsituationsinvolving including maximum likelihood and Bayesian estimation, various typesof It explores a range of alternative topics, independence between observations. for analyzingspatialdatasamplesthatviolatethetraditionalassumption of This introductionpresentsavarietyofregressionmethods Series: Statistics:ASeriesofTextbooks andMonographs Louisiana StateUniversity, BatonRouge,USA R. KelleyPace San Marcos, Texas, USA McCoy CollegeofBusinessAdministration, James LeSage Spatial Econometrics Introduction to Suggested Price: November 2013,6-1/8x9-1/4,392pp. eBook ISBN:978-0-203-91124-2 Print ISBN:978-1-4200-8580-8 pricing withexamples. covers diagnostics for mortality tables, and an expanded discussion on option mortality tablemodeling,apresentationofmodelcheckingdiagnosticsthat withapplicationstomortalityandmultipledecrement on Markovchaintheory along withanewsolutionssection.Thiseditionalsoincludeschapter in actuarial science. It explores novel research areas andadds more problems, a solidbackgroundforstudentspreparingcareer financial/actuarial topics, thissecond edition provides betweenstatisticsand Presenting auniqueinterface The PennsylvaniaStateUniversity, StateCollege,USA Arnold F. Shapiro University ofAkron,Ohio,USA Dale S.Borowiak An Introduction,SecondEdition Financial andActuarialStatistics Suggested Price: March 2012,6-1/8x9-1/4,554pp. eBook ISBN:978-1-4398-4658-2 Print ISBN:978-1-4398-4657-5 statistical agencies. their authorship,withcontributorscomingfromacademiaandgovernment seasonal adjustment,asreflectedbothinthecontentsofchaptersand and book modeling series time of fields would The the between cross-fertilization the showcases journals. that peer-reviewed research diverse throughout cutting-edge scattered be presents otherwise It seasonality. and modeling to This compilationfocusesontheanalysisofeconomictimeseriesasitpertains U.S. CensusBureau,Washington, D.C.,USA Tucker S.McElroy University ofMissouri,Columbia,USA Scott H.Holan U.S. CensusBureau,Washington, D.C.,USA William R.Bell Edited by Modeling andSeasonality Economic Time Series $104.95 /£65.99 $89.95 /£57.99 $104.95 /£66.99

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Suggested Price: June 2013,7x10,435pp. eBook ISBN:978-1-4665-8599-7 Print ISBN:978-1-4665-8598-0 levers, andcreatetheconditionsneededforforecaststomaterialize. feasibility oflargeprojects,analyzeforecastingmodelstodeterminecontrollable select thehighervaluecreationprojects.Theauthordiscusseshowtoassess checks to existing forecasts torank project valuations, identify project risks, and tools, andmodelsexplainshowtoapplysanity for strategicdecisionmaking.Itincludesmethodology, research, thisbookprovidesguidanceonforecasting Based ontheauthor’s 40yearsofexperienceand Long RangePlanningAssociates,Vero Beach,Florida,USA John E.Triantis and Forecasting The PowerofSoundAnalysis Navigating StrategicDecisions Suggested Price: March 2014,6-1/8x9-1/4,352pp. Print ISBN:978-1-4398-8442-3 growing field,butitalsocoversthemultidimensionalcase. insurance. This unique resource not only provides up-to-date information on this examples using real data, especially from finance and on recentdevelopments.Itcontainsnumerous mathematical propertiesofcopulaswithanemphasis ofthe actuarial analysis.Thetextprovidesanoverview of synthesis used inapplicationsfinancialriskassessmentand much-needed a recent research oncopulas,astatisticaltoolwidely presents book This Fabrizio DuranteandCarloSempi Principles ofCopulaTheory Suggested Price: May 2014,6-1/8x9-1/4,400pp. Print ISBN:978-1-4665-8144-9 are availableuponqualifyingcourseadoption. based on past ST8 exams, making it ideal for teaching or self-study. Figure slides full ofrealexamplesthatillustratethevarioustopics.Itincludesmanyexercises, science courseattheCassBusinessSchool,bookis insurance. Developedfromtheauthor’s actuarial ingeneral practical introductiontothepricingactuary the UKactuarialprofession,thistextbookprovidesa Closely following the syllabus for the ST8 exam of Willis LTD, London,UK Pietro Parodi Pricing inGeneralInsurance Textbook $99.95 /£63.99 $99.95 /£63.99 $99.95 /£59.99 www.crcpress.com

85 Statistics for Business, Finance, and Economics Quantitative Operational Statistical Methods Risk Models for Financial Engineering Catalina Bolancé, Montserrat Guillén, Bruno Remillard Jim Gustafsson, and Jens Perch Nielsen HEC Montreal, Quebec, Canada Presenting a nonparametric approach to modeling The statistical aspects behind the implementation of Statistics for Business, Finance, and Economics operational risk data, this book offers a practical perspective stochastic models used in financial engineering are often that combines statistical analysis and management overlooked or restricted to a few well-known cases. This orientations. It covers the statistical theory prerequisites self-contained book guides current and future practitioners and summarizes important contributions made in the on implementing the most useful stochastic models used past decade. The authors explain how to implement the new density estimation in the field. Each chapter introduces powerful and practical statistical tools methods for analyzing the loss distribution in operational risk for banks and necessary to implement the models. Throughout the text, examples using insurance companies. They also include SAS and R routines to implement all of MATLAB® illustrate the application of the techniques to solve real-world financial the procedures discussed in the text. problems. MATLAB and R programs are available on the author’s website. Print ISBN: 978-1-4398-9592-4 Print ISBN: 978-1-4398-5694-9 eBook ISBN: 978-1-4398-9593-1 eBook ISBN: 978-1-4398-5695-6 February 2012, 6-1/8 x 9-1/4, 236 pp. April 2013, 6-1/8 x 9-1/4, 496 pp. Suggested Price: $83.95 / £46.99 Suggested Price: $89.95 / £57.99

Random Dynamical Systems Textbook in Finance Stochastic Finance Anatoliy Swishchuk An Introduction with Market Examples University of Calgary, Alberta, Canada Nicolas Privault Shafiqul Islam Series: Chapman & Hall/CRC Financial Mathematics University of Prince Edward Island, Charlottetown, Canada This comprehensive text presents an introduction to pricing and hedging in With extensive end-of-chapter references, this book financial models, with an emphasis on analytical and probabilistic methods. provides a variety of RDS for approximating financial It demonstrates both the power and limitations of mathematical models in models, presents numerous option pricing formulas for finance. Many real examples illustrate the topics and classroom-tested exercises these models, and studies the stability and optimal control of RDS. Through are included in each chapter, with selected solutions at the back of the book. A numerous examples, the authors explain how the theory of RDS can describe solutions manual and figure slides are available upon qualifying course adoption. the asymptotic and qualitative behavior of systems of random and stochastic differential/difference equations in terms of stability, invariant manifolds, and Print ISBN: 978-1-4665-9402-9 attractors. They also develop techniques for implementing RDS as approximations December 2013, 6-1/8 x 9-1/4, 440 pp. to financial models and option pricing formulas. Suggested Price: $79.95 / £49.99 Print ISBN: 978-1-4398-6718-1 eBook ISBN: 978-1-4398-6719-8 86 April 2013, 6-1/8 x 9-1/4, 357 pp. Suggested Price: $99.95 / £63.99

Statistical and Machine-Learning Textbook Data Mining Stochastic Processes with Techniques for Better Predictive Applications to Finance Modeling and Analysis of Big Data, Second Edition Second Edition Masaaki Kijima Bruce Ratner Tokyo Metropolitan University, Japan DM STAT-1 Consulting, New York, New York, USA Series: Chapman & Hall/CRC Financial Mathematics

This book focuses on uniquely large-scale statistical This accessible text presents the mathematical theory models that effectively consider big data identifying structures (variables) with of financial engineering using only basic mathematical tools that are easy to the appropriate predictive power in order to yield reliable, robust, and relevant understand even for those with little mathematical expertise. Along with many large-scale analyses. This second edition incorporates 13 new chapters as well more examples, this second edition includes a new chapter on the change of as expanded explanations of the author’s own popular machine-learning GenIQ measures and pricing of insurance products, a new section on the use of copulas, Model. The book delivers practical, insightful quantitative techniques that and two new chapters that offer more coverage of interest rate derivatives and reliably accommodate big data and the small data implied within. credit derivatives. Figure slides are available upon qualifying course adoption. Print ISBN: 978-1-4398-6091-5 Print ISBN: 978-1-4398-8482-9 eBook ISBN: 978-1-4398-6092-2 eBook ISBN: 978-1-4665-9283-4 December 2011, 6-1/8 x 9-1/4, 542 pp. April 2013, 6-1/8 x 9-1/4, 343 pp. Suggested Price: $87.95 / £55.99 Suggested Price: $89.95 / £57.99

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87 Statistics for Engineering & Physical Science Textbook Textbook Statistical and Econometric Design of Experiments Methods for Transportation and Linear Regression Data Analysis in the Biological Sciences Second Edition Salvador Alejandro Gezan, Suzanne Jane Clark, Suzanne Jane Welham, and Andrew Mead Simon P. Washington Queensland University of Technology, Brisbane, Australia Written in simple language with real research examples, Matthew G. Karlaftis this introductory book presents best practices in National Technical University of Athens, Greece experimental design and simple data analysis. Taking a practical and intuitive Fred L. Mannering approach, it only uses mathematical formulae to formalize the methods where

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Time Series with Mixed Spectra Textbook Ta-Hsin Li Foundational and Applied IBM T.J. Watson Research Center, Yorktown Heights, New York, USA Statistics for Biologists Using R Ken A. Aho This book focuses on the methods and theory for the Idaho State University, Pocatello, USA statistical analysis of time series with mixed spectra. It presents detailed theoretical and empirical analyses of This text introduces foundational topics in science, important methods and algorithms. Using both simulated probability, and mathematical statistics for advanced and real-world data to illustrate the analyses, the book undergraduate and graduate students in biology and discusses periodogram analysis, autoregression, maximum related fields. It offers comprehensive background material likelihood, and covariance analysis. It considers real- and complex-valued time in probability and mathematical statistics, emphasizing Bayesian methods and series, with and without the Gaussian assumption. The author also includes the biological applications throughout. The author discusses relevant issues in the most recent results on the Laplace and quantile periodograms as extensions of philosophy of science as well as the design of effective experiments. He also uses 88 the traditional periodogram. an R package specifically developed to demonstrate ideas presented in the book. Figure slides are available upon qualifying course adoption. Print ISBN: 978-1-58488-176-6 eBook ISBN: 978-1-4200-1006-0 Print ISBN: 978-1-4398-7338-0 July 2013, 6-1/8 x 9-1/4, 680 pp. December 2013, 7 x 10, 616 pp. Suggested Price: $79.95 / £49.99 Suggested Price: $69.95 / £44.99

Analysis of Capture-Recapture A Handbook of Applied Statistics Data in Pharmacology Byron J.T. Morgan and Rachel S. McCrea Katsumi Kobayashi University of Kent, Canterbury, UK National Institute of Technology and Evaluation, Tokyo, Japan Series: Chapman & Hall/CRC Interdisciplinary Statistics K. Sadasivan Pillai Frontier Life Sciences Services, Chennai, India Written for researchers and graduate students in statistics, demography, and the social sciences, this reference Statistics plays an important role in pharmacology and provides an overview of capture-recapture—the statistical related subjects, such as toxicology and drug discovery methods used to estimate population size. It covers model and development. Improper statistical tool selection for development and examines the technicalities of model diagnostics, an often analyzing the data obtained from studies may result in wrongful interpretation of overlooked aspect in practice. The authors provide examples to demonstrate the the performance or safety of drugs. Through useful statistical tools and research statistical nuances that are encountered with complex modeling. The book uses examples, this book provides cognitive clues for the selection of appropriate tools real-world data sets throughout and includes exercises and stand-alone software to analyze the data obtained from the studies. It also explains how to interpret programs, such as R and WinBUGS. results of statistical analyses. Print ISBN: 978-1-4398-3659-0 Print ISBN: 978-1-57808-752-5 April 2014, 6-1/8 x 9-1/4, 256 pp. eBook ISBN: 978-1-4665-1540-6 Suggested Price: $79.95 / £49.99 October 2012, 6-1/8 x 9-1/4, 230 pp. Suggested Price: $93.95 / £59.99

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Analyzing Spatial Models of Analyzing SpatialModelsof Suggested Price: May 2014,6x9,224pp. Print ISBN:978-1-4665-5153-4 period, orcohorteffects. Winship andHarding,variancedecomposition,asufficientconditionforage, or period) characteristics, estimable functions, the overidentification approach of age (or cohort using estimation estimation, constrained of methods traditional such asuniformcrimereports,vitalstatistics,andcensusdata.Itconnectsthe data, aggregate-level for analysis APC to approaches One ofthefirsttodoso,thisbookintegratesmajor and BehavioralSciences Series: Chapman&Hall/CRCStatisticsintheSocial University ofOregon,Eugene,USA Robert M.O’Brien with AggregateData Approaches andAnalyses Age-Period-Cohort Models Suggested Price: April 2010,6-1/8x9-1/4,487pp. eBook ISBN:978-1-4200-8067-4 Print ISBN:978-1-4200-8066-7 offered onthebook’s website. Although Stataisusedformostexamples inthetext,othersoftwarecodeisalso data. in advancedstatisticaltechniques,such asmultilevelanalysisofsurvey proportional hazards,anddiscretetimemodels.Italsoexploresdevelopments dataanalysis,includingthe linear regression,generalizedlinear,survey Cox data.Itpresentsmanymethodsandmodelsfor survey oftheanalysiscomplexsample statistical overview datasets,thisbookprovidesapractical world survey real- major on based exercises and examples many With and BehavioralSciences Series: Chapman&Hall/CRCStatisticsintheSocial University ofMichigan,AnnArbor, USA and PatriciaA.Berglund Steven G.Heeringa,BradyT. West, DataAnalysis Applied Survey Suggested Price: 2014,6-1/8x9-1/4,352pp. January Print ISBN:978-1-4665-1715-8 apply theexamplecodetopubliclyavailabledatasets. book includes many code examples and end-of-chapter problems to help readers psychology. statistics,the RequiringsomeknowledgeofRbasicsandelementary It alsocoversmultidimensionalscalingmodels,whichhavelongbeenusedin models usingRtoawiderangeofdatafrompoliticalscienceandrelatedareas. social sciences,thisbookshowshowtoapplyspatial Suitable forresearchers and graduatestudentsinthe and BehavioralSciences Series: Chapman&Hall/CRCStatisticsintheSocial Keith T. Poole,andHowardRosenthal Royce A.Carroll,ChristopherHare, David A.Armstrong,RyanBakker, Choice andJudgmentwithR $79.95 /£49.99 $87.95 /£55.99 $69.95 /£44.99 www.crcpress.com

89 Statistics for the Social & Behavioral Sciences Textbook Textbook Bayesian Methods Generalized Linear Models for A Social and Behavioral Sciences Categorical and Continuous Approach, Third Edition Limited Dependent Variables Jeff Gill Michael Smithson Statistics for the Social & Behavioral Sciences Washington University, St. Louis, Missouri, USA The Australian National University, Canberra Series: Chapman & Hall/CRC Statistics in the Edgar C. Merkle Social and Behavioral Sciences University of Missouri, Columbia, USA This updated, best-selling book continues to be one of Series: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences the only Bayesian statistics texts designed for social scientists. Incorporating Designed for graduate students and researchers in the behavioral, social, health, new research and additional material, the third edition presents state-of- and medical sciences, this text employs generalized linear models, including the-art guidance on Bayesian statistical computing. It emphasizes MCMC mixed models, for categorical and limited dependent variables. It incorporates and computation with R and WinBUGS. Along with doubling the number of examples of truncated counts, censored continuous variables, and doubly exercises, this edition covers time series, decision theory, nonparametric models, bounded continuous variables, such as percentages. A solutions manual and and mixture models. A solutions manual and figure slides are available upon figure slides are available upon qualifying course adoption. qualifying course adoption. Print ISBN: 978-1-4665-5173-2 Print ISBN: 978-1-4398-6248-3 eBook ISBN: 978-1-4665-5176-3 June 2014, 7 x 10, 700 pp. September 2013, 6-1/8 x 9-1/4, 308 pp. Suggested Price: $75.95 / £48.99 Suggested Price: $89.95 / £57.99

Computerized Growth Curve Analysis Multistage Testing and Visualization Using R Theory and Applications Daniel Mirman Moss Rehabilitation Institute, Elkins Park, Pennsylvania, USA Edited by Chapman & Hall/CRC The R Series Duanli Yan, Alina A. von Davier, and Charles Lewis Accessible to quantitative psychology researchers, this Educational Testing Service, Princeton, New Jersey, USA book introduces growth curve analysis (GCA) methods Series: Chapman & Hall/CRC Statistics in the Social and for applications in the behavioral sciences. It introduces Behavioral Sciences the challenges involved with this type of data, discusses the basics of GCA, and explains how the methods can be used to analyze the Bringing together recent research from top psychometricians in the field, this data. The book takes a very practical approach, emphasizing visualization and book covers the psychometric theory, methodologies, and applications for keeping mathematical details to a minimum. It includes many real data examples computerized multistage testing (MST). It discusses the history of MST, test from cognitive science and social psychology and integrates R code for the design and implementation for various purposes, item pool development implementation of the methods. and maintenance, IRT-based and classical test theory-based methodologies for test assembly, routing and scoring, equating, and test security. The book Print ISBN: 978-1-4665-8432-7 also explores the latest applications and challenges as well as innovative future March 2014, 6-1/8 x 9-1/4, 200 pp. 90 assessments using MST. Suggested Price: $79.95 / £49.99 Print ISBN: 978-1-4665-0577-3 April 2014, 6-1/8 x 9-1/4, 500 pp. Suggested Price: $89.95 / £57.99

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in SocialResearch Visual Computing Image Statistics in Image Statisticsin Suggested Price: October 2014,6-1/8x9-1/4,320pp. Print ISBN:978-1-4398-7396-0 book’s website. technique hasbeendetermined.Rcodeandthedatasetsareavailableon data examplesillustratehowthemethodscanbeappliedonceappropriate method shouldbeusedforspecificproblems.Numerousrealandsimulated oftheavailablemethods,focusingonwhich presents acomprehensiveoverview problems, and suggestions for further reading, computer-based this book exercises, With it. handle to how and determine whenmissingdataisaprobleminanalyses For socialscientists,itisoftenconfusinghowto Social andBehavioralSciences Series: Chapman&Hall/CRCStatisticsinthe Scott M.Lynch andJ.ScottBrown Handling MissingData Suggested Price: August 2013,6-1/8x9-1/4,319pp. eBook ISBN:978-1-4398-5534-8 Print ISBN:978-1-4398-5533-1 augmentation algorithm.AllRcodesfor theexamplesareavailableonline. categorical datadesign,theEMalgorithm, thebootstrapmethod,anddata of existingapproaches,includingrandomized responsemodels,incomplete non- new and surveys in randomized responsedesigns.Thetechniques coveredintegratethestrengths approach response non-randomized the applying datawithsensitive characteristics. It guides readers in inferences from survey statistical valid draw to how shows introduction systematic self-contained, This Series: Chapman&Hall/CRCStatisticsintheSocialandBehavioralSciences Hong KongBaptistUniversity Man-Lai Tang The UniversityofHongKong Guo-Liang Tian for SensitiveQuestionsinSurveys Non-Randomized ResponseTechniques Data Design Incomplete Categorical Suggested Price: October 2013,6x9,372pp. Print ISBN:978-1-56881-725-5 various imagedatabasessuitableforstatistics. A supportingwebsiteoffersadditionalinformation,includingdescriptionsof vision andshowshownaturalimagestatisticscanbeappliedtovisualcomputing. one source, thebookexplores therelationofnaturalimagestatisticstohuman in knowledge interdisciplinary state-of-the-art, Collecting computational photography, imageprocessing,andart. collection toanalysisapplicationsincomputergraphics, covers allaspectsofnaturalimagestatistics,fromdata With numerouscolorfiguresthroughout,thiswork and DouglasW. Cunningham Tania Pouli,ErikReinhard, $69.95 /£44.99 $89.95 /£57.99 $69.95 /£44.99 www.crcpress.com

91 Statistics for the Social & Behavioral Sciences Latent Markov Models for Stated Preference Methods Longitudinal Data Using R Francesco Bartolucci Hideo Aizaki University of Perugia, Italy Institute for Rural Engineering, Ibaraki, Japan Alessio Farcomeni Tomoaki Nakatani Sapienza University of Rome, Italy Hokkaido University, Japan Statistics for the Social & Behavioral Sciences Fulvia Pennoni Kazuo Sato University of Milano-Bicocca, Italy Rakuno Gakuen University, Hokkaido, Japan Series: Chapman & Hall/CRC Statistics in the Social and Series: Chapman & Hall/CRC The R Series Behavioral Sciences Suitable for applied statisticians and empirical researchers, this book helps Drawing on the authors’ extensive research in the analysis of categorical readers select the best method from the many econometric methods available longitudinal data, this book focuses on the formulation of latent Markov models for measuring individual preferences. The authors present the theoretical and the practical use of these models. It demonstrates how to use the models in foundations of each method together with worked examples to illustrate their three types of analysis, with numerous examples illustrating how latent Markov application in various fields, notably empirical economics and market research. R models are used in economics, education, sociology, and other fields. The R and is used to implement all methods, with code, packages, and data sets available MATLAB® routines used for the examples are available on the authors’ website. online. Print ISBN: 978-1-4398-1708-7 Print ISBN: 978-1-4398-9047-9 October 2012, 6-1/8 x 9-1/4, 252 pp. June 2014, 6-1/8 x 9-1/4, 224 pp. Suggested Price: $93.95 / £59.99 Suggested Price: $79.95 / £49.99

Textbook Statistical Analysis of Nonparametric Statistics for Questionnaires Social and Behavioral Sciences A Unified Approach Based M. Kraska-Miller on R and Stata Auburn University, Alabama, USA Francesco Bartolucci, Silvia Bacci, Designed for upper undergraduate and graduate and Michela Gnaldi students, this textbook covers the concepts, principles, Series: Chapman & Hall/CRC Interdisciplinary Statistics and procedures used to perform nonparametric statistical Mirroring the growing interest and use of statistical procedures. It presents many demonstrations, examples, methods and software in education, health, and marketing, this book focuses and exercises. SPSS screen shots are used to demonstrate steps of the procedures on the statistical methods used to analyze and validate questionnaires adopted and interpret the results. Each chapter includes a summary, exercises, and in these fields. The book features an applied approach to conducting testing and references. A solutions manual and figure slides are available upon qualifying measurement. The chapters build from foundations of classical measurement course adoption. theory, test reliability, and validity and scaling to item response theory (IRT) Print ISBN: 978-1-4665-0760-9 fundamentals and IRT for dichotomous and polytomous items to the most recent December 2013, 6-1/8 x 9-1/4, 246 pp. IRT extensions. Suggested Price: $89.95 / £57.99 Print ISBN: 978-1-4665-6849-5 92 June 2014, 6-1/8 x 9-1/4, 300 pp. Suggested Price: $89.95 / £57.99

Spatial Analysis Methods of A Statistical Guide for the Road Traffic Crashes Ethically Perplexed Becky P.Y. Loo and Tessa Anderson Lawrence Hubert The University of Hong Kong University of Illinois, Urbana-Champaign, USA

An interdisciplinary account of the spatial analytical Howard Wainer National Board of Medical Examiners, Pennsylvania, USA approaches to road traffic crashes, this book draws on the computational advances of GIS to discuss the Exploring the intersection of ethics and statistics, this economic, social, and scientific importance of road comprehensive guide illustrates the proper use of safety measures and traffic management. It begins probabilistic and statistical reasoning in the behavioral, with an examination of the geographical concepts of risk and then provides social, and biomedical sciences. Lauded for their contributions to statistics, an overview of different types of analysis on road crashes. Lastly, it examines psychology, and psychometrics, the authors make statistical methods relevant to methods for road crash reduction and prevention. The book outlines current readers’ day-to-day lives by including real historical situations that demonstrate methodologies and approaches in a systematic and empirical way. the role of statistics in reasoning and decision making. In addition, seven U.S. Print ISBN: 978-1-4398-7412-7 Supreme Court decisions reflect the influence of statistical and psychometric April 2014, 6-1/8 x 9-1/4, 256 pp. reasoning and interpretation/misinterpretation. Suggested Price: $119.95 / £75.00 Print ISBN: 978-1-4398-7368-7 eBook ISBN: 978-1-4398-7369-4 September 2012, 6-1/8 x 9-1/4, 588 pp., Soft Cover Suggested Price: $52.95 / £33.99

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...... 50 13 71 33 25 89 62 71 62 38 71 21 50 71 88 47 25 60 89 89 87 25 25 30 13 84 43 19 22 63 45 13 71 13 38 89 40 66 71 50 9 9 3 4 8 3 7 Bioinformatics Ethics Bioinformatics DatabaseSystems Beyond Quantum and Development Benefit-Risk AssessmentinPharmaceuticalResearch Bayesian Programming Algorithms, andApplications Bayesian Phylogenetics:Methods,Computational Approach, ThirdEdition Bayesian Methods:ASocialandBehavioralSciences Bayesian MethodsinHealthEconomics Bayesian MethodsinEpidemiology Bayesian MethodsforDataAnalysis,ThirdEdition Exploring theLimitsofLimitedData Bayesian InferenceforPartiallyIdentifiedModels: for ScientistsandStatisticians Bayesian IdeasandDataAnalysis:AnIntroduction in SpatialEpidemiology, SecondEdition Bayesian DiseaseMapping:Hierarchical Modeling Computational Systems BiologyofCancer Computational Number Theory Computational ModelofImmuneResponse Computational MethodsinFinance and Assimilation Computational MethodsforDataEvaluation Sustainable Development Computational IntelligentDataAnalysisfor Computational BusinessAnalytics Computational andVisualization Techniques Computational ActuarialSciencewithR Computability Theory, SecondEdition Combinatorics ofSetPartitions Combinatorics ofPermutations,SecondEdition Combinatorial ScientificComputing CoArrays: ParallelProgramminginFortran Approach,SecondEdition Clustering: ADataRecovery and Scheduling Cloud Computing:Data-IntensiveComputing Personalized Medicine Clinical andStatisticalConsiderationsin Classification ofLipschitzMappings Classification andRegression Trees ForGuidedIndependentStudy Classic SetTheory: and BiologicalApplications Cellular PottsModels:MultiscaleExtensions Causal Inference Second Edition Business ProcessModeling,SimulationandDesign, BUGS Book:APracticalIntroductiontoBayesianAnalysis Modeling UsingSPSS Biostatistics inAction:BasicandAdvancedStatistical Biosimilars: DesignandAnalysisofFollow-onBiologics for StructuralBioinformaticsusingChimera Bayesian DataAnalysis,ThirdEdition Bayesian AdaptiveMethodsforClinicalTrials The Neon Basic GamblingMathematics:TheNumbersBehind and SystemofSystemsEngineering Case StudiesinEnterpriseSystems,Complex Basic CourseinRealAnalysis ...... C ......

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...... www.crcpress.com 47 33 51 67 60 90 51 50 72 72 72 50 72 48 48 30 26 67 67 48 84 46 35 57 35 51 41 72 45 23 51 39 63 51 51 48 50 43 41 4 9 9 9 7 Design andAnalysisofCross-OverTrials, ThirdEdition (Revised Edition) Discovering Structural Equation ModelingUsingStata13 Design andAnalysisofBridgingStudies ClassicalandModernwithMaplets Cryptology: Concise IntroductiontoPureMathematics,ThirdEdition Computerized MultistageTesting: andApplications Theory Digital Geometry inImageProcessing Digital Geometry Diffusion: FormalismandApplications Exploration, Applications,andTheory Differential EquationswithMATLAB: and AdvancedTopics, ThirdEdition Difference Equations:Theory, Applications Desktop GridComputing Designing ScientificApplicationsonGPUs in theBiologicalSciences Design ofExperimentsandLinearRegression Design andAnalysisofNon-InferiorityTrials Design andAnalysisofExperimentswithSAS Design andAnalysisofExperimentswithR Delaunay MeshGeneration Industries:APracticalApproach Decision MakinginService Data Mining:Theories,Algorithms,andExamples Data MiningwithR:LearningCaseStudies Data MiningMobileDevices...... Data MiningforBioinformatics Data Clustering:AlgorithmsandApplications Data AnalysisUsingStata,ThirdEdition for BusinessDecisionMakingUsingR Customer andBusinessAnalytics:AppliedDataMining ofPhysics Cultural History andPractice,ThirdEdition Theory Cryptography: Secret Codes UsingMathematicstoMakeandBreak Cryptoclub: 32nd Edition CRC StandardMathematicalTables andFormulae, Third Edition-3Volume Set CRC EncyclopediaofMathematics, for theBeadCrochetArtist Crafting Conundrums:PuzzlesandPatterns Course onStatisticsforFinance DifferentialEquations Course inOrdinary Course inMathematicalMethodsforPhysicists in Engineering Coupled Systems:Theory, Models,andApplications and Applications Contrast DataMining:Concepts,Algorithms, and OptimalControlwithOrthogonalFunctions Continuous Time DynamicalSystems:StateEstimation and RelatedTechniques Constrained PrincipalComponentAnalysis Concise IntroductiontoProgramminginPython Concepts andTools usingSPSS Concise IntroductiontoBusinessResearch Methods: Computing: AHistoricalandTechnical Perspective Related MeasuresofEffectSize forProportionsand Confidence Intervals From Theory toExperiments From Theory Computer GraphicsThroughOpenGL: Environmental Science,andEngineering Data AnalysisandStatisticsforGeography, ...... D ......

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...... 52 21 73 33 14 14 36 35 88 52 73 73 52 39 68 68 84 68 68 63 60 84 44 18 18 17 17 43 84 14 33 35 68 26 73 72 84 43 90 17 7 5 9 5 93 Title Index Discrete Algorithmic Mathematics, Third Edition...... 10 Formal Cell Biology: An Introduction to Handbook of Graph Drawing and Visualization...... 11 Formal Methods in Systems Biology...... 5 Discrete Dynamical Systems and Chaotic Machines: Handbook of Graph Theory, Second Edition...... 12 Theory and Applications...... 14 Foundational and Applied Statistics for Biologists Using R...... 88 Handbook of International Large-Scale Assessment: Discrete Mathematics Applied to QSAR and Beyond...... 10 Foundations of Interconnection Networks...... 26 Background, Technical Issues, and Methods of Data Analysis...... 90 Discrete Mathematics with Ducks...... 10 Foundations of Predictive Analytics...... 69 Handbook of Item Response Theory, Three Volume Set...... 91 Discrete Structures and Their Interactions...... 10 Foundations of Statistical Algorithms...... 57 Handbook of Item Response Theory, Volume One...... 91 Distributed Strategic Learning for Wireless Engineers...... 17 Fourier Modal Method and Its Applications in Computational Nanophotonics...... 27 Handbook of Item Response Theory, Volume Three...... 91 Divergence Theorem and Sets of Finite Perimeter...... 42 Functional Analysis Framework for Modeling, Handbook of Item Response Theory, Volume Two...... 91 Divided Spheres: Geodesics and the Orderly Subdivision Estimation and Control in Science and Engineering...... 42 of the Sphere...... 19 Handbook of Linear Algebra, Second Edition...... 3 Functorial Model Theory: Newer Applications to Handbook of Markov Chain Monte Carlo...... 75 Do I Count?: Stories from Mathematics...... 44 Algebraic Topology, Descriptive Sets, and Dynamic Documents with R and knitr...... 73 Computing Categories Topos...... 20 Handbook of Mathematics and Statistics for the Environment...... 61 Dynamical Models in Medicine...... 23 Fundamental Rules of Risk Management...... 31 Handbook of Missing Data Methodology...... 75 Dynamics of Discrete Populations and Series of Events...... 41 Fuzzy Multiple Objective Decision Making...... 39 Handbook of Mixed Membership Models E G and Their Applications...... 75

Title Index Handbook of Parametric and Nonparametric Economic Time Series: Modeling and Seasonality...... 85 Galois Theory, Third Edition...... 3 Statistical Procedures, Fifth Edition...... 75 Economic-Mathematical Methods and Models Game Design Theory: A New Philosophy for Handbook of Peridynamic Modeling...... 21 under Uncertainty...... 21 Understanding Games...... 17 Handbook of SAS® DATA Step Programming...... 57 Elements of Advanced Mathematics, Third Edition...... 46 Game-Theoretical Models in Biology...... 23 Handbook of Spatial Point-Pattern Analysis in Ecology...... 61 Elements of Quantum Computation and Garbage Collection Handbook: The Art of Automatic Quantum Communication...... 34 Memory Management...... 6 Handbook of Spatial Statistics...... 75 Elements of Topology...... 20 Generalized Additive Models: An Introduction with R...... 74 Handbook of Statistical Analyses using R, Third Edition...... 57 Encounters with Chaos and Fractals, Second Edition...... 14 Generalized Calculus with Applications to Matter and Forces....14 Handbook of Statistical Analyses using SAS, Third Edition...... 57 Encyclopedia of Biopharmaceutical Statistics, Third Edition....52 Generalized Convexity, Nonsmooth Variational Inequalities, Handbook of Statistical Analyses Using Stata, Fourth Edition...57 and Nonsmooth Optimization...... 39 Engineering Optimization: A Modern Approach...... 87 Handbook of Statistical Graphics Using SAS...... 58 Generalized Estimating Equations, Second Edition...... 74 Ensemble Methods: Foundations and Algorithms...... 68 Handbook of Statistics in Clinical Oncology, Third Edition...... 52 Generalized Linear Mixed Models: Modern Concepts, Handbook of Survival Analysis...... 53 Epidemiology: Study Design and Data Analysis, Methods and Applications...... 74 Third Edition...... 52 Handbook of Univariate and Multivariate Data Analysis Generalized Linear Models and Extensions, Third Edition...... 75 Equivalence and Noninferiority Tests for Quality, with IBM SPSS, Second Edition...... 91 Generalized Linear Models for Categorical and Manufacturing and Test Engineers...... 66 Handbook on Soft Computing for Video Surveillance...... 23 Continuous Limited Dependent Variables...... 90 Essential Statistical Concepts for the Quality Professional...... 66 Handling Missing Data in Social Research...... 91 Generalized Linear Models, Second Edition...... 74 Essential Statistics, Fourth Edition...... 63 Hidden Markov Models for Time Series: Genome Annotation...... 48 An Introduction Using R...... 76 Essentials of Cloud Computing...... 36 Gentle Introduction to Stata, Revised Third Edition...... 63 Higher Order Derivatives...... 42 Essentials of Multivariate Data Analysis...... 63 Geomathematically Oriented Potential Theory...... 7 Homogenization: Applications to the Biological Event History Analysis with R...... 90 Geometry of Musical Rhythm: What Makes a and Physical Sciences...... 15 Event Mining: Theory, Algorithms, and Applications...... 69 “Good” Rhythm Good?...... 18 I 94 Exercises and Solutions in Statistical Theory...... 73 Geometry of Special Relativity...... 20 Explorations in Computing: An Introduction to Geometry, Topology and Physics, Second Edition...... 20 Illustrated Introduction to Topology and Homotopy...... 20 Computer Science...... 5 Getting Started with Business Analytics: Image Analysis, Classification, and Change Detection Exploratory Data Analysis with MATLAB, Second Edition...... 69 Insightful Decision-Making ...... 69 in Remote Sensing: With Algorithms for ENVI/IDL, Second Edition...... 6 Extending the Linear Model with R: Generalized Linear, Graph Theory and Its Applications, Second Edition...... 10 Image Processing for Cinema...... 23 Mixed Effects and Nonparametric Regression Models...... 74 Graphs & Digraphs, Fifth Edition...... 10 Image Statistics in Visual Computing...... 91 F Green Computing Book: Tackling Energy Efficiency at Large Scale...... 36 Implementing Reproducible Research...... 58 Financial and Actuarial Statistics: An Introduction, Group Inverses of M-Matrices and Their Applications...... 3 Improper Riemann Integrals...... 42 Second Edition...... 85 Group Theoretic Cryptography...... 11 Incomplete Categorical Data Design: Non-Randomized Financial Mathematics: A Comprehensive Treatment...... 30 Response Techniques for Sensitive Questions in Surveys...... 91 Group Theory for High Energy Physicists...... 34 Financial Modelling with Jump Processes...... 31 Interpreting and Visualizing Regression Models Using Stata....76 Growth Curve Analysis and Visualization Using R ...... 90 Finite Element Analysis of Composite Materials Interval-Censored Time-to-Event Data: Methods and using Abaqus™...... 26 Guide to Algorithm Design: Paradigms, Methods, Applications...... 53 and Complexity Analysis...... 6 Finite Element Analysis of Composite Materials Introduction to Algebraic Geometry...... 4 Using ANSYS, Second Edition...... 26 H Introduction to Analysis...... 42 First Course in Abstract Algebra: Rings, Groups and Fields, Second Edition...... 3 Handbook of Applied Cryptography...... 11 Introduction to Beam Physics...... 34 First Course in Differential Equations, Modeling, Handbook of Applied Statistics in Pharmacology...... 88 Introduction to Biological Networks...... 48 and Simulation...... 26 Handbook of Constrained Optimization...... 11 Introduction to Closure Systems...... 12 First Course in Machine Learning...... 69 Handbook of Differential Entropy...... 41 Introduction to Computational Modeling Using C First Course in Quality Engineering: Integrating Statistical Handbook of Elliptic and Hyperelliptic Curve and Open-Source Tools...... 21 and Management Methods of Quality, Second Edition...... 67 Cryptography, Second Edition...... 11 Introduction to Credit Risk Modeling, Second Edition...... 31 Fixed Point Theory, Variational Analysis, and Optimization.....42 Handbook of Finite Fields...... 11 Introduction to Ecological Sampling...... 61 Flexible Imputation of Missing Data...... 74 Handbook of Finite State Based Models and Applications...... 6 Introduction to Exotic Option Pricing...... 31

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Introduction toMechanicalEngineering:Part1 Isosurfaces: Geometry,Isosurfaces: Topology, andAlgorithms with MATLAB, SecondEdition Introduction toPartialDifferentialEquations Scientists andEngineers Computingfor Introduction toHighPerformance Applications Linear AlgebraandProbability forComputerScience Linear AlgebraandMatrix AnalysisforStatistics Undecidable andtheIntractable Limits ofComputation:AnIntroductiontothe Level ofMartin-LofRandomness Latent MarkovModelsforLongitudinalData Iterative OptimizationinInverseProblems Introduction toTime SeriesusingStata with ModernApplications Introduction totheCalculusofVariations andControl Introduction totheBootstrap of BiologicalCircuits Introduction toSystemsBiology:DesignPrinciples Introduction toStockPortfolioManagement Introduction toStochasticProcesses,SecondEdition Introduction toStochasticCalculuswithApplications Introduction toStatisticalProcessControl Introduction toStatisticalDataAnalysisfortheLifeSciences Introduction toSpatialEconometrics Revised andExpanded Introduction toSetTheory, ThirdEdition, Learning Introduction toSemi-Supervised Using R,SecondEdition Introduction toScientificProgrammingandSimulation Introduction toRiskParityandBudgeting Introduction toReversibleComputing Application ofMultiscaleCancerModeling Introduction toPhysicalOncology:Towards Transitional and EngineersUsingMathematica Introduction toPartialDifferentialEquationsforScientists A MATLAB Approach,ThirdEdition Introduction toNumericalMethods: Introduction toNumericalMethodsandOptimization MATLAB® forEngineersandScientists Introduction toNumericalandAnalyticalMethodswith Scientific Computing Introduction toNumericalAnalysisand withCryptography Introduction toNumberTheory Principles andProtocols Introduction toModernCryptography: Introduction toMechanicalEngineering:Part2 Chemical andMechanicalEngineers Introduction toMATLAB withApplicationsfor Introduction toMathematicalProofs:ATransition Chaotic Dynamics Introduction toMathematicalModelingand Introduction toMathematicalLogic,FifthEdition with MATLAB Introduction toLinearOptimizationandExtensions Customized Light Laser BeamPropagation:GenerationandPropagation of With ApplicationsinR Joint ModelsforLongitudinalandTime-to-Event Data: Introduction toGeneralizedLinearModels,ThirdEdition ...... ® ...... J/L ......

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. ... 27 64 15 76 24 31 65 41 89 85 46 69 58 37 15 37 36 37 36 12 27 27 46 21 46 39 36 27 76 46 34 92 39 20 15 76 24 67 31 53 5 7 with FlexibleStructures Mathematical Techniques forWave Interaction Second Edition Managing Your BiologicalDatawithPython Linear ProgrammingwithDuals:AModernExposition Categorical Responses, Counts, and Survival, Third Edition Categorical Responses, Counts,andSurvival, Multilevel andLongitudinal ModelingUsingStata,Volume II: Volume I:Continuous Responses,ThirdEdition Multilevel andLongitudinalModelingUsing Stata, Multi-Label DimensionalityReduction Multi-Digital Terrain ModelingandFusion Monte CarloSimulationwithApplicationsto Finance Sampling Modern Survey Modern StreamCiphers:DesignandAnalysis DatainMedicalResearch,Modelling Survival for EnvironmentalAnalysis Mathematical Optics: Classical, Quantum, Mathematical Optics:Classical,Quantum, Mathematical MorphologyinGeomorphologyandGISci Mathematical Modeling:Models,AnalysisandApplications Mathematical CardMagic:Fifty-Two NewEffects Math andArt:AnIntroductiontoVisual Mathematics for BayesianInference,SecondEdition Markov ChainMonteCarlo:StochasticSimulation andApplications Lozi Mappings:Theory Logistic RegressionModels LMIs inControlSystems:Analysis,DesignandApplications and Management Networks: APracticalGuidetoNetworkDesign,Control, Linear ProgrammingandAlgorithmsforCommunication Model-Based Tracking ControlofNonlinearSystems Mimetic DiscretizationMethods andPractice Microarray ImageandDataAnalysis:Theory Methods ofStatisticalModelEstimation Multivariates Time SeriesAnalysis Methods inBrainConnectivityInferencethrough Methodology inRobustandNonparametricStatistics Meshless MethodsandTheirNumericalProperties for UsingGenestoEstimateCausalAssociations Mendelian Randomization:StatisticalMethods Medical Biostatistics,ThirdEdition Medical ApplicationsofArtificialIntelligence Mechanical LogicinThree-DimensionalSpace andFinePropertiesofFunctions Measure Theory Measure andIntegral:AnIntroductiontoRealAnalysis Mean FieldSimulationforMonteCarloIntegration Maximum LikelihoodEstimationforSampleSurveys Mathematics: AMinimalIntroduction for PhysicistsandEngineers,SecondEdition Mathematics Companion:MathematicalMethods and Performance Mathematics andMusic:Composition,Perception, and ComputationalMethods Second Edition Modelling andQuantitativeMethodsinFisheries, of Uncertainty Modeling and Inverse Problems in the Presence Modeling andInverseProblemsinthePresence Modeling andControlforMicro/NanoDevicesSystems Modeling andAnalysisofStochasticSystems,SecondEdition Linear ModelswithR Statistical Software Linear MixedModels:APracticalGuideUsing Second Edition Machine Learning:AnAlgorithmicPerspective, ...... M ......

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. .. 29 24 54 79 16 38 37 59 64 44 44 44 40 29 54 16 37 29 29 29 37 18 79 92 78 79 79 79 35 32 15 49 28 79 85 54 64 78 28 58 78 78 12 8 4 95 Title Index Pharmacokinetic and Pharmacodynamic Data Analysis: Reliability Models for Engineers and Scientists...... 65 Statistical Methods with Applications to Demography Concepts and Applications, Fourth Edition...... 24 Reproducible Research with R and RStudio...... 59 and Life Insurance...... 65 Physical Oceanography: A Mathematical Introduction Richly Parameterized Linear Models: Additive, Time Series, Statistical Reinforcement Learning: Modern Machine with MATLAB...... 29 and Spatial Models Using Random Effects...... 81 Learning Approaches...... 70 Physics Companion, Second Edition...... 19 Risk Analysis in Engineering and Economics, Second Edition...87 Statistical Techniques for Project Control...... 66 Physics of Continuous Media: Problems and Solutions in Risk Management and Simulation...... 33 Statistical Theory: A Concise Introduction...... 82 Electromagnetism, Fluid Mechanics and MHD, Second Edition...8 RNA-seq Data Analysis: A Practical Approach...... 49 Statistics and Data Analysis for Microarrays Using R Pierre Gy’s Sampling Theory and Sampling Practice, and Bioconductor, Second Edition ...... 56 Robust Clustering and Selection...... 81 Second Edition: Heterogeneity, Sampling Correctness, Statistics for Epidemiology...... 56 and Statistical Process Control...... 80 Robust Response Surfaces, Regression, and Stochastic Cauchy Problems in Infinite Dimensions: ® Positive Data Analyses...... 81 Power Electronic Systems: Walsh Analysis with MATLAB ...... 30 Generalized and Regularized Solutions...... 16 Practical Graph Mining with R...... 70 S Stochastic Dynamics for Systems Biology...... 24 Practical Lean Accounting: A Proven System for Measuring SAS and R: Data Management, Statistical Analysis, Stochastic Finance: An Introduction with Market Examples....86 and Managing the Lean Enterprise, Second Edition...... 32 and Graphics, Second Edition...... 59 Stochastic Flows...... 66 Practical Linear Algebra: A Geometry Toolbox, Third Edition....4 Scale in Spatial Information and Analysis...... 61 Stochastic H2/H ∞ Control: A Nash Game Approach...... 17 Practical Multivariate Analysis, Fifth Edition...... 80 Schrödinger’s Killer App: Race to Build the World’s First Stochastic Modeling for Systems Biology: Second Edition...... 55 Practical Statistics for Medical Research...... 54 Quantum Computer...... 19 Stochastic Modeling and Mathematical Statistics: Title Index Pricing in General Insurance...... 85 Secret History: The Story of Cryptology...... 13 A Text for Statisticians and Quantitative Scientists...... 83 Principles of Copula Theory...... 85 Sensory Data Analysis by Example with R...... 60 Stochastic Partial Differential Equations, Second Edition...... 16 Principles of Uncertainty...... 80 Separable Galois Theory of Commutative Rings, Stochastic Processes with Applications to Finance, Probabilistic Models for Dynamical Systems, Second Edition.....87 Second Edition...... 4 Second Edition...... 86 Probability and Statistics for Computer Scientists, Sequential Analysis: Hypothesis Testing and Support Vector Machines: Optimization Based Theory, Second Edition...... 59 Change-Point Detection...... 81 Algorithms, and Extensions...... 70 Probability and Statistics with R...... 65 Simple Solutions to Energy Calculations, Fifth Edition...... 30 Survival Analysis in Medicine and Genetics...... 56 Probability and Statistics: A Didactic Introduction...... 80 Simulating Nature: A Philosophical Study of Computer- Symmetries of Things...... 45 Simulation Uncertainties and Their Role in Climate Probability and Stochastic Modeling...... 41 Synthetic Gene Network: Modeling, Analysis Science and Policy Advice, Second Edition...... 62 Probability Foundations for Engineers...... 40 and Robust Design Methods...... 25 Simulation of Dynamic Systems with MATLAB Systems Biology: Mathematical Modeling Probability, Statistics, and Reliability for Engineers and Simulink, Second Edition...... 22 and Scientists, Third Edition...... 87 and Model Analysis...... 25 Soccermetrics: Science of Soccer Statistics...... 65 Programming Graphical User Interfaces in R...... 59 Systems Science: Methodological Approaches...... 8 Software Engineering: The Current Practice...... 6 Project Origami: Activities for Exploring Mathematics, T/U Solution Techniques for Elementary Partial Differential Second Edition...... 45 Equations, Second Edition...... 16 Technical Analysis of Stock Trends, Tenth Edition...... 33 Puzzles, Paradoxes, Problems: An Introduction to Mathematical Thinking...... 19 Spatial Analysis Methods of Road Traffic Crashes...... 92 Theory of Drug Development...... 56 Spatial Data Analysis in Ecology and Agriculture Using R...... 62 Q/R Theory of Factorial Design: Single- and Multi-Stratum Spatial Mathematics: Theory and Practice through Mapping....8 Experiments...... 83 Quadratic Irrationals: An Introduction to Spatial Temporal Information Systems: An Ontological Time Series Modeling of Neuroscience Data...... 83 Classical Number Theory...... 5 Approach using STK®...... 62 Time Series with Mixed Spectra...... 88 Quality Management for Organizations Using Stated Preference Methods Using R...... 92 Time Series: Modeling, Computation, and Inference...... 83 Lean Six Sigma Techniques...... 80 Stationary Stochastic Processes for Scientists and Engineers....81 TOP500: History, Trends, and Future Directions in Quantitative Ecotoxicology, Second Edition...... 61 Stationary Stochastic Processes: Theory and Applications...... 81 High Performance Computing...... 38 Quantitative Equity Portfolio Management: Transcendental Representations with Applications to 96 Modern Techniques and Applications...... 32 Statistical Analysis of Human Growth and Development...... 55 Solids and Fluids...... 13 Quantitative Evaluation of Safety in Drug Development: Statistical Analysis of Questionnaires: A Unified Approach Translational Medicine: The Future of Therapy?...... 49 Design, Analysis and Reporting...... 54 Based on R and Stata...... 92 Turning a Sphere Inside Out (DVD)...... 19 Quantitative Finance: A Simulation-Based Statistical Analysis of Spatial and Spatio-Temporal Point Introduction Using Excel...... 32 Patterns, Third Edition...... 82 Understanding Advanced Statistical Methods...... 83 Quantitative Finance: An Object-Oriented Approach in C++...32 Statistical and Computational Methods in Brain Image Understanding Mathematical Proof...... 47 Analysis...... 55 Quantitative Graph Theory: Mathematical Foundations Understanding Probability Theory and Problems...... 66 and Applications...... 12 Statistical and Econometric Methods for Transportation Undocumented Secrets of MATLAB-Java Programming...... 7 Data Analysis, Second Edition...... 88 Quantitative Operational Risk Models...... 86 Unexpected Expectations: The Curiosities of a Statistical and Machine-Learning Data Mining: Techniques Quantum Information and Computation...... 35 Mathematical Crystal Ball...... 45 for Better Predictive Modeling and Analysis of Big Data, Quantum Optics for Beginners...... 30 Second Edition...... 86 Universal Computer: The Road from Leibniz to Turing...... 47 Quasi-Least Squares Regression...... 80 Statistical Computing in C++ and R...... 60 Using R for Introductory Statistics, Second Edition...... 64 R for Statistics...... 64 Statistical Computing with R...... 60 Using R for Numerical Analysis in Science and Engineering....38 R Graphics, Second Edition...... 59 Statistical Geoinformatics for Human Environment Interface...62 V/WX R Student Companion...... 64 Statistical Guide for the Ethically Perplexed...... 92 Value-Added Decision Making for Managers...... 40 Random Dynamical Systems in Finance...... 86 Statistical Inference Based on the likelihood...... 82 Variational Methods in Image Processing...... 23 Randomized Phase II Cancer Clinical Trials...... 54 Statistical Inference: An Integrated Approach, Second Edition...82 Randomized Response-Adaptive Designs in Clinical Trials...... 55 Visual Guide to Stata Graphics, Third Edition...... 65 Statistical Methods for Financial Engineering...... 86 RapidMiner: Data Mining Use Cases and Visualization and Verbalization of Data...... 83 Statistical Methods for Handling Incomplete Data...... 82 Business Analytics Applications...... 70 Weakly Connected Nonlinear Systems: Boundedness and Real Analysis and Foundations, Third Edition...... 43 Statistical Methods for QTL Mapping...... 56 Stability of Motion...... 16 Regression Models as a Tool in Medical Research...... 55 Statistical Methods for Stochastic Differential Equations...... 82 Wearing Gauss’s Jersey...... 45 Reliability and Maintenance: Networks and Systems...... 40 Statistical Methods for the Writing Dissertation and Grant Proposals: Epidemiology, Study of Undeciphered Lanquages...... 70 Preventive Medicine and Biostatistics...... 56 Reliability Engineering and Risk Analysis: A Practical Guide, Second Edition...... 67 Statistical Methods in Health Economic Evaluation Using SAS....55 XML in Scientific Computing...... 38

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Barillot; Emmanuel Barbero; EverJ. Banks; H.T. Banks; H.Thomas Banks; DavidL. Banerjee; Sudipto Banerjee; Sandip Bakker; Ryan Baker; Ellie Baio; Gianluca Bailey; James Bahi; JacquesM. Baggaley; Bruce Badiru; AdedejiB. Bacci; Silvia Azzalini; Adelchi Ayyub; BilalM. Avanzi; Roberto Auletta; Gennaro Atkinson; Peter Atkinson; AnthonyC Arnholt; AlanT. Armstrong; DavidA. Arlinghaus; SandraLach Ansari; QamrulHasan Anderson; Tessa Anderson; Marlow Alvir; JoseM. Altman; Yair M. Altman; Tom Altman; DouglasG. Al-Solamy; FallehRajallahM. Alon; Uri Al-Mezel; SalehAbdullahR. Allen; Randal Aliyev; A.G. Alieva; Tatiana Alemayehu; Demissie Albert; Jim Aizaki; Hideo Airoldi; EdoardoM. Ahuactzin; Juan-Manuel Aho; KenA. Agustiady; Tina CharuC. Aggarwal; Agah; Arvin Afifi; Abdelmonem Adzievski; Kuzman Acock; AlanC. Acevedo; MiguelF. Argyros; IoannisK. Adhikari; Ronojoy Baccala; LuizAntonio Abramovich; Felix ...... A B For more informationand acompletelistof titles,visitusat 39, 42 63, 73 82 87 11 47 61 65 89 37 92 54 54 42 24 42 22 21 34 54 62 75 67 88 66 68 49 15 70 60 82 48 26 42 22 79 76 22 89 43 51 68 14 32 66 92 53 55 43 92 80 8 3 7 Berglund; PatriciaA. Benaroya; Haym Benaim; Michel Borowiak; DaleS. Bouwmans; Thierry Bouwmans; Thierry Bessière; Pierre Berz; Martin Bertalmío; Marcelo ScottM. Berry; Berkovitz; LeonardDavid Benoit; Anne Belozerova; Tatyana Bell; William R. belcastro; sarah-marie Beissinger; Janet Beichelt; Frank Becketti; Sean Bauer; CraigP. Basseville; Michele Bassetti; W.H.C. Bartolucci; Francesco Barragués; JoséI. Baron; Michael Burgun; Keith Burgiel ;Heidi Burgess; Stephen Buium; Alexandru Bucholtz; Frank Buchen; Peter Brown; JasonI. Brown; J.Scott Broström; Göran Broom; Mark Brooks; Steve Broemeling; Lyle D. Brigo; Damiano Breiman; Leo Braga daCostaCampos;LuisManuel Boyhan; George Bona; Miklos Bollman; Mark Bolin; JocelynE. Bober; William Bobaru; Florin Bluhm; Christian Bloomfield; Victor A. Blei; David Blasius; Jorg Biswas; Atanu Bilder; ChristopherR. Bielecki; Tomasz R. Bhowmick; Partha Bhatele; Abhinav Best; Nicky Branscum; AdamJ. Bolancé; Catalina Barnett; Adrian ...... 13, 14 37, 86 www.crcpress.com 24 85 34 23 50 15 89 87 85 10 18 40 64 13 81 33 92 80 59 76 17 45 77 47 41 31 10 91 90 23 75 50 30 72 72 60 22 43 78 86 21 31 38 75 83 55 71 30 38 63 67 6 8 9 7 Cao; Zhenfu Cho; Yeol J. Cho; Ilwoo...... Chernetskaya; Larisa Chaudhuri; Arijit Chattopadhyay; Samiran Chatterji; BiswaNath Chatfield; Chris Chasan-Taber; Lisa Chartrand; Gary Chang; Mark Chan; IvanS.F. Chambers; RaymondL. Chakraborty; Arpan Chakraborti; Subhabrata Cerin; Christophe Celada; Franco Castillo; JoseE. Castiglione; Filippo Carroll; RoyceA. Carlin; BradleyP. Carini; Claudio Cappelleri; JosephC. Canty; MortonJ. Canbolat; Yavuz Burak Campolieti; Giuseppe Campbell; ScottW. Campbell; Elizabeth Calzone; Laurence Calvo; MaríaL. Byrne; CharlesL. Butenko; Sergiy Bushmakin; AndrewG. Burns; JohnA. Chrisochoides; Nikos Chowriappa; Pradeep Chow; Shein-Chung Chow; Shein-Chung Chow; Pao-Liu Chough; KeumheeCarrière Childress; Nancy Cheung; Yin Bun Chernikov; Andrey Cheng; Siu-Wing Cheng; Ching-Shui Chen; Zehua Chen; Ming-Hui Chen; Ding-Geng(Din) Chen; Bor-Sen Chelst; Kenneth Chawla; Nitesh Charpentier; Arthur Carlin; JohnB. Chen; John Cacuci; DanGabriel Burkowski; ForbesJ...... C 78, 79 51, 64 50, 72 50, 53 62 56 10 84 52 77 70 79 36 48 15 48 89 72 51 54 12 40 30 26 49 48 34 26 39 36 54 15 48 37 68 52 51 16 71 37 55 37 16 83 56 60 78 25 40 67 6 3 4 5 7 7 97 Author Index Christensen; Ronald...... 72 Dua; Sumeet...... 68 Garvey; Paul R...... 87 Chung; Moo K...... 55 Duan; Guang-Ren...... 27 Gautam; Natarajan...... 38 Clark; Suzanne Jane...... 88 Duan; Xiaojun...... 8 Geiser; Juergen...... 35 Clark; Virginia A...... 80 Duffy; Dean G...... 25 Gelfand; Alan E...... 75 Clifford; Michael...... 27 Dunn; Fletcher...... 43 Gelman; Andrew...... 72, 75 Coggeshall; Stephen...... 69 Dunson; David B...... 72 Genest; Christian...... 79 Cohen; Henri...... 11 Durante; Fabrizio...... 85 Gerhards; Christian...... 7 Coleman; Matthew P...... 15 E Geskus; Ronald...... 50 Collett; David...... 53 Geubelle; Philippe H...... 21 Edwards; Robert D...... 33 Conery; John S...... 5 Gezan; Salvador Alejandro...... 88 Efron; Bradley...... 76 Constanda; Christian...... 16 Ghosh; Suchismita...... 30 Ekstrom; Claus Thorn...... 89 Cont; Rama...... 31 Gibbons; Jean Dickinson...... 79 Elhadj; Zeraoulia...... 22 Conway ; John H...... 16, 45 Gilbert; Robert P...... 15 Ellingson; Lief...... 79 Cooper; S. Barry...... 46 Gill; Jeff...... 90 Emmert-Streib; Frank...... 12 Author Index Cornillon; Pierre-Andre...... 64 Girolami; Mark ...... 69 Erosheva; Elena A...... 75 Coronell; Daniel G...... 27 Gjerde; Eric...... 44 Esfandiari; Ramin S...... 29 Couturier; Raphael...... 35 Gnaldi; Michela...... 92 Eubank; Randall L...... 60 Crassidis; John L...... 29 Goldrei; D.C...... 45 Evans; Lawrence Craig...... 28 Crépey; Stéphane...... 30 Goldstine; Susan...... 43 Everitt; Brian S...... 50, 57, 58 Cristini; Vittorio...... 24 Good; Phillip I...... 63 Crowder; Martin J...... 54 F Goodchild; Michael...... 61

Crowley; John...... 52 Fages; Francois...... 5 Goodman-Strauss ; Chaim...... 45 Cunningham; Douglas W...... 91 Faraway; Julian J...... 74, 76 Gordon; Paul M.K...... 48 D Farcomeni; Alessio...... 92 Gorod; Alex...... 7 Farin; Gerald...... 4 Grasman; Scott E...... 39 Dalyot; Sagi...... 61 Faulin; Javier ...... 39 Grasso; Larry...... 32 Das; Abhijit...... 4 Fayyad; Dolly Khuwayri...... 36 Greenacre; Michael...... 83 Das; Partha Pratim...... 7 Fedak; Gilles...... 36 Gross; Jonathan L...... 10, 12 Das; Rabindra Nath...... 81 Fedorov; Valerii V...... 54 Guenther; Ronald B...... 37 Das; Subrata...... 67 Feil; Todd...... 3 Guha; Sumanta...... 21 Dattagupta; Sushanta...... 33 Felli; James...... 51 Guillén; Montserrat...... 86 Davies; Patrick Laurie...... 71 Feng; Wu-chun...... 36 Guisasola; Jenaro...... 80 Davis; Ernest ...... 27 Ficek; Zbigniew...... 30 Gulick; Denny...... 14 Davis; Martin...... 47 Fienberg; Stephen E...... 75 Gupta; Aparna...... 33 Davison; Matt...... 32 Filinkov; Alexei...... 16 Gustafson; Paul...... 72 Daya Sagar; Behara Seshadri...... 28 Finch; W. Holmes...... 78 Gustafsson; Jim...... 86 98 de Leon; Alexander R...... 71 Fischer-Cripps; Anthony Craig...... 19, 34 Guttorp; Peter...... 75 Deb; Anish...... 30 Fitzmaurice; Garrett...... 75 Guyader; Arnaud...... 64 Dehmer; Matthias...... 12 Forbes; Andrew...... 7 Guyeux; Christophe...... 14 Del Moral; Pierre...... 77 Foster; John T...... 21 Guyon; Julien...... 32 Deng; Naiyang...... 70 Frankel; Steven...... 29 H Dennis; Brian...... 64 Freeden; Willi...... 7 Der; Geoff...... 50, 57, 58 Hachiya; Hirotaka...... 70 Frey; Gerhard...... 11 Dey; Tamal K...... 5 Haddon; Malcolm...... 89 Friedman; Jerome...... 72 Dieu; Vo Ngoc...... 7 Hager; Georg...... 36 Fry; Michael J...... 39 Diggle; Peter...... 75, 82 Hall; John K...... 61 Fuentes; Montserrat...... 75 Dobrushkin; Vladimir A...... 13 Halter-Koch; Franz...... 5 Funada; Mariko...... 43 Dobson; Annette J...... 76 Hambleton; Ronald K...... 91 Doche; Christophe...... 11 G Hansford; Dianne...... 4

Don; Gary W...... 18 Gabrielsson; Johan...... 24 Hanson; Timothy E...... 72 Dong; Guozhu...... 68 Galecki; Andrzej T...... 58 Hardin; James W...... 74 Dongarra; Jack ...... 38 Gamerman; Dani...... 77, 82 Hardin; James W...... 75 Dorogovtsev; Andrey...... 66 Gandhi; S. Jimmy...... 7 Hardoon; David Roi...... 69 Douc; Randal...... 79 Gandrud; Christopher...... 59 Hare; Christopher...... 89 Dowling; Jonathan P...... 19 Ganguli; Ranjan...... 87 Hathout; Dean...... 45 Doytsher; Yerach...... 61 Gariepy; Ronald F...... 28 Hayette; Gatfaoui...... 31 Dra˘ghici; Sorin...... 56 Garnier; Rowan...... 47 He; Hua...... 71 Dray; Tevian...... 20 Garrido; Jose M...... 21 Heeringa; Steven G...... 89

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Henner; Victor Johnson; ClaytonMatthew Johansson; Thomas Jiang; Qi Ji; Shuiwang Jewell; NicholasP. Jenkins; John Jegou; Nicolas Jech; Thomas Jarzebowska; Elzbieta Jamison; RobertE. Jakeman; Eric Jackson; Chris Iyengar; T. K.V. Iyengar; SatteluriR.K. Israel; D. Islam; Shafiqul Ireland; Vernon Ionescu-Bujor; Mihaela Indrayan; Abhaya Igarashi; Yoshihide Husson; Francois Hupe; Philippe Hull; Thomas Hubert; Lawrence Huang; Jih-Jeng Hua; RonaldH. Hu; Shuhua Hsiao; Chin-Fu Hrbacek; Karel Hothorn; Torsten Hosking; Antony Horton; Nicholas.J Hopcraft; KeithIain Holmgren; EricB. Holan; ScottH. Hogben; Leslie Hofmann; Markus Hoffman; JoeD. Höferlin; Benjamin Hoering; Antje Hodges; JamesS. Hodge; JonathanK. Ho; Robert Hirsa; Ali Hilbe; JosephM. Higgins; Matthew Herrmann; DianeL. Hernan; MiguelA. Herman; RussellL. Herbert; KatherineG. Pierre Henry-Labordere; Henning; KevinS. Hilout; Saïd Ibrahim; JosephG. Hendrix; William ...... I/J 58, 74,75,77,80 For more informationand acompletelistof titles,visitusat 70 26 53 43 53 64 48 45 92 39 32 22 52 46 57 59 56 85 70 29 22 52 81 91 30 37 29 18 51 33 47 32 83 46 12 54 70 56 70 64 46 22 12 41 63 13 21 84 86 41 6 3 3 8 7 Josse; Julie Johnson; Wesley O. Krantz; StevenG. Klee; Harold Khmaladze; EstáteV. Kessler; Mathieu Karlaftis; MatthewG. Kaminskiy; MarkP. Kale; LaxmikantV. Kalajdzievski; Sasho Kalajdzievski; Sasho Jurecˇková; Jana Junkins; JohnL. Jung; Sin-Ho Juan; AngelA. Jones; Richard Jones; Owen Jones; Galin Jones; Erick Jones; Byron Krider; RobertE. Kreuter; Frauke Kremling; Andreas Kraska-MIller; Marie Krantz; StevenG. Krantz; StevenG. Kraft; JamesS. Korpelainen; Eija Korosteleva; Olga Kohler; Ulrich Kobayashi; Katsumi Kloke; John Kloareg; Maela Klinkenberg; Ralf Klima; RichardE. Kleinman; Ken Klein; JohnP. Kirkland; StephenJ. King; Irwin Kim; JaeKwang Kim; Hwi Kijima; Masaaki Khrennikov; Andrei FouadM. Khoury; Khenner; Mikhail Kharab; Abdelwahab Khan; Iftekhar Kenward; MichaelG. Kelso; T.S. Kelley; Ken Katz; Jonathan Kar; S.K. Kamiyama; Barbara Kerski; JosephJ. Johnson; MarkJ. Kadane; JosephB...... K 65, 67 52, 75 www.crcpress.com 26 38 20 18 80 77 29 54 39 64 58 75 80 52 72 63 84 63 25 92 46 43 42 49 79 88 78 64 70 18 59 53 22 69 82 27 86 33 28 65 37 55 82 62 78 12 88 43 6 5 5 3 8 8 Liu; Jen-pei Lindell; Yehuda Loughin; ThomasM. Lopes; HedibertF. Loo; BeckyPY Ling; San Lindner; Alexander Lindgren; Georg Lin; Yi Lin; Xihong Ligges; Uwe Liebeck; Martin Liao; Ming Li; Tao Li; Ta-Hsin Li; Jialiang Li; Hua Li; Guangyong Li; Arthur Lewis; PaulO. Lewis; NigelDaCosta Lewis; Charles Levine; EvanS. Lesniak; Linda LeSage; James Leonov; SergeiL. Leisch; Friedrich Leeson; Mark Lee; J.Jack Lee; Byoungho Le; Sebastien Lawson; John Lawson; AndrewB. Lawrence; Michael F.Lawler; Gregory Law; Victor J. Lange; Tanja Lang; RobertJ. Land; KennethC. Lalitha; C.S. Lakshminarayanan; Vasudevan Kythe; PremK. Kythe; DaveK. Kwon; RoyH. Kupresanin; Ana Kupper; LawrenceL. Kuo; Lynn Kumaresan; S. Kumar; Ajit Kulkarni; Vidyadhar G. Kuang; Yang Krivtsov; Vasiliy Krishnamoorthi; V. Ram Lai; TzeLeung Laguna; Manuel Krishnamoorthi; K.S...... L 41, 65 71 77 92 52 82 81 12 79 57 17 40 69 88 56 28 24 57 60 31 90 38 10 85 54 58 29 50 27 60 73 50 59 29 11 44 89 39 34 84 25 25 39 60 73 60 41 41 87 23 67 67 67 39 8 8 99 Author Index Louis; Thomas A...... 72 Meuer; Hans Werner...... 38 O’Brien; Robert M...... 89

Louzada-Neto; Francisco...... 82 Mi Han; Seon...... 87 O’Brien; Sean M...... 73

Lunn; David...... 63 Michalowicz; Joseph Victor...... 41 Oki; Eiji...... 8

Luo; Yingting...... 28 Mickens; Ronald E...... 14 Olshen; R.A...... 72

Lynch; Scott M...... 91 Migon; Helio S...... 82 Ongsakul; Weerakorn...... 7 Militino; Ana F...... 65 M Oruc; A.Yavuz...... 26 Milne; Christopher-Paul ...... 49 Ma; Shuangge...... 56 Overbeck; Ludger...... 31 Miranda; Guillermo F...... 15 MacDonald; Iain L...... 76 Ozaki; Tohru...... 83 Mirkin; Boris...... 57 Maddalena; Lucia...... 23 Pace; Robert Kelley...... 85 Mirman; Daniel...... 90 Magee; John...... 33 Padmanabhan; Kanchana...... 70 Mitchell; Michael N...... 65, 76 Magid; Andy R...... 4 Pagès; Jérôme ...... 58 Mittra; James...... 49 Magliveras; Spyros...... 11 Pal; Sankar K...... 23 Modarres; Mohammad...... 67 Magoules; Frederic...... 35 Mohan; B.M...... 26 Pan; Jie...... 35 Maillardet; Robert...... 58 Author Index Molenberghs; Geert...... 75, 79 Panario; Daniel ...... 11 Makarov; Roman...... 30 Molitierno; Jason J...... 9 Panchenko; Alexander...... 15 Makino; Kyoko...... 34 Moloney; Kirk A...... 61 Parberry; Ian...... 43 Malek-Madani; Reza...... 29 Mompart; Jordi...... 33 Pardalos; Panos M...... 36 Manly; Bryan F.J...... 61, 64 Morais; Adolfo...... 80 Pardo; Scott...... 66 Mannering; Fred L...... 88 Morgan; Byron J. T...... 88 Park; Junghyun...... 27 Mansour; Toufik...... 9 Morimura; Tetsuro...... 70 Parodi; Pietro...... 85 Marchi; Max...... 62 Moss; Eliot...... 6 Pathak; Anirban ...... 34 Marklund; Johan ...... 39 Moulines; Eric...... 79 Marsland; Stephen...... 6 Patil; Ganapati P...... 62 Mukerji; Meenakshi...... 44 Martinez; Angel...... 69 Patrangenaru; Victor ...... 79 Mukhopadhyay; Jayanta...... 7 Martinez; Wendy L...... 69 Paulsen; William...... 13 Mukhopadhyay; Satya...... 42 Martynyuk; Anatoly...... 16 Peace; Karl E...... 50 Mulay; Shantanu S...... 28 Martynyuk; Vladislav...... 16 Peace; Karl E...... 53 Mulcahy; Colm...... 44 Maskell; Brian H...... 32 Peng; Roger D...... 58 Mullen; Gary L...... 11 Matloff; Norman...... 59 Pennoni; Fulvia...... 92 Muller; Peter...... 50 Matzner-Lober; Eric...... 64 Perng; Chang-shing...... 69 Murrell; Paul...... 59 Maurer; Stephen B...... 10 Myers; Wayne L...... 62 Perumalla; Kalyan S...... 37 Max; Nelson L...... 19 N Petersen; Arthur C...... 62 May; Susanne...... 80 Petrosino; Alfredo...... 23 Mazer; Emmanuel...... 67 Nachlas; Joel A...... 40 Petrovic; John Srdjan...... 13 Mazza; Christian...... 24 Nagurka; Mark...... 87 Pfeffer; Washek F...... 42 100 McCrea; Rachel S...... 88 Nagy; John...... 23 Piasecki; Łukasz...... 41 McCuen; Richard H...... 87 Nakahara; Mikio...... 20 Picek; Jan...... 77 McCullagh; P...... 74 Nakatani; Tomoaki...... 92 Pillai; K. Sadasivan...... 88 McDowall; Jennifer S...... 49 Nandi; Mridul...... 66 McElroy; Tucker S...... 85 Nassif; Nabil...... 36 Pinter; Janos D...... 40 McKean; Joseph ...... 78 Naumann; Uwe...... 9 Pinto; Cesar Ariel...... 87 McKibben; Mark...... 14 Navarro Alberto; Jorge A...... 61 Pitard; Francis F...... 80 McNeil; Linda M...... 62 Navon; Ionel Michael...... 26 Pladevall; Xavier Oriols...... 33 Mead; Andrew...... 88 Neelon; Brian. H...... 73 Plant; Richard E...... 62

Medhin; Negash G...... 15 Nelder; John A...... 74 Pless; Vera...... 18

Mehta; Monika...... 39 Neumann; Michael...... 3 Poole; Keith T...... 89

Meier; Willi...... 12 Newcombe; Robert G...... 72 Popko; Edward S...... 19

Mekhnacha; Kamel...... 67 Newman; Michael C...... 61 Porikli; Fatih...... 22 Melnikova; Irina V...... 16 Nguyen; Kim...... 11 Pouli; Tania...... 91 Mena; Jesus...... 84 Nichols; Jonathan M...... 41 Pozrikidis; Constantine...... 38 Mendelson; Elliott...... 46 Nielsen; Jens Perch...... 86 Prado; Raquel...... 83 Menezes; Alfred J...... 11 Nikiforov; Igor ...... 81 Prasad; Kuncham Syam...... 4 Meng; Xiao-Li...... 75 Noel; Rebecca...... 51 Preziosi; Luigi...... 23 Menon; Sandeep M...... 51 Nourani; Cyrus F...... 20 Privault; Nicolas...... 86 Merkle; Edgar C...... 90 Numrich; Robert W...... 35 Putler; Daniel S...... 84 Meron; Ehud...... 35 O/P Mersmann; Olaf ...... 57 Q/R

www.crcpress.com • e-mail: [email protected] • 1-800-634-7064 • 1-859-727-5000 • +44 (0) 1235 400 524 Qiu; Peihua Sandsten; Maria Sameshima; Koichi Samatova; NagizaF. Samaniego; FranciscoJ Sally, Jr.; PaulJ. Saleem; Mohammad Sahoo; Trilochan Rychtar; Jan Rutkowski; Leslie Rutkowski; David Rueda; Luis Rubin; DonaldB. Roy; Anindya Rouvière; Laurent Roussos; IoannisMarkos Rothmann; MarkD. Rother; Kristian Rotar; VladimirI. Rosenthal; Howard Rootzen; Holger Roncalli; Thierry Rogers; Simon Robinson; AndrewP. Robins; JamesM. Roberts; Fred Roberts; Charles Robert; Yves Rizzo; MariaL. Rizopoulos; Dimitris Ritter; Gunter Ritov; Ya’acov Ridley; KevinD. Remillard; Bruno Reiter; EdnaE. Reinhard; Erik Reid; JohnKer Rees; D.G. Reddy; ChandanK. Reba; MarilynA. Ray; Animesh Ravishankar; V. Raval; Alpan Ratner; Bruce Rani; T. Raja Randic; Milan Ralston; Anthony Rajlich; Vaclav Rafique; Muhammad Rabe-Hesketh; Sophia Radhika; T.S.L Sahimi; Muhammad Qian; EdwardE...... S For more informationand acompletelistof titles,visitusat 57, 78 32 18 42 52 49 41 89 81 31 69 58 51 46 60 53 82 41 86 46 91 35 63 68 19 48 35 48 86 13 10 10 34 13 67 81 53 70 83 34 28 25 23 90 90 49 72 76 64 81 9 6 6 Schlogl; Erik Schlicker; Steven Scheike; ThomasH. Sauser; Brian Smithson; Michael Shier; DouglasR. Sheskin; DavidJ. Shen; Xiaojing Shastri; AnantR. Shapiro; ArnoldF. Shao; Jun Sensen; ChristophW. Sen; PranabKumar Sempi; Carlo Sekaran; K.Chandra Scott; DavidW. Sclove; StanleyL. Scianna; Marco Schenk; Olaf Satyanarayana; Bhavanari Sato; Kazuo Sashegyi; Andreas Stamatis; D.H. Sridhar; S. Sprent; Peter Spiegelhalter; David Spencer; NeilH. Spellman; FrankR. Sorensen; Michael Sørensen; Helle Sorensen; EricH. Song; Enbin Panu Somervuo; Solka; Jeffrey Soh; Jung...... Smith; Justin Smith; CarlosA. Smeeton; NigelC. Skuse; Gary Skrondal; Anders Sinha; Sitabhra Singh; Tej Bahadur Simonyi; Károly Simon; HorstD. Simoff; Simeon Simmons; Kathy Silling; StewartA. Sigmon; NeilP. Siddiqi; AbulHasan Shults; Justine Shukla; ManishKumar Shmueli; Galit Shipway; Philip Shewchuk; Jonathan Sarker; Shah-Jalal ...... www.crcpress.com 28 19 85 82 48 77 85 36 79 84 23 32 53 92 51 55 71 66 24 63 63 61 82 89 32 28 49 69 48 90 26 71 48 78 24 20 44 38 67 27 21 18 15 80 26 69 27 19 75 3 9 7 4 4 5 Thomas; Andrew Sung; Wing-Kin Stodden; Victoria Stinson; DouglasR. Upadhyay; RanjitKumar Umlauf; Anya Tzeng; Gwo-Hshiung Turyn; Lawrence Tuimala; Jarno Tu; XinM. Tsiatis; Anastasios Trindade; David Triantis; JohnE. Tramontano; Anna Tovey; CraigA. Toussaint; Godfried T. Torgo; Luis Tobias; PaulA. Tittmann; Peter Tice; BradleyS. Tibshirani; R.J. Tian; Yingjie Tian; Guo-Liang Thompson; William Clayton Thompson; SimonG. Tesman; Barry Teng; Fei Tembine; Hamidou Taylor; John Tartakovsky; Alexander Tankov; Peter Tang; Wan Tang; Man-Lai Tamassia; Roberto Symonds; Tara Swishchuk; Anatoliy Swift; RandallJ. Sundstrom; TheodoreA. Sun; Liang Sun; Jianguo Sugiyama; Masashi Stroup; Walter W. Strohmaier; Erich Stone; CharlesJ. Stoffer; David Stewart; Ian Stevens; Andrew Stern; HalS. Steinwandt; Rainer Steel; DavidG. Ugarte; MariaDolores Takane; Yoshio ...... U/V T 21 51 65 39 25 49 71 75 66 85 49 40 18 68 66 40 34 76 70 91 22 77 63 35 17 47 81 31 71 91 11 73 54 86 14 47 70 53 70 74 38 72 79 58 37 72 11 77 9 3 9 3 101 Author Index Vacavant; Antoine...... 22 Westfall; Peter...... 83

Vach; Werner...... 55 Wheeden; Richard...... 43

Vaida; Florin ...... 51 White; Brian E...... 7

Vaillencourt; Richard R...... 30 Whiting; Nancy E...... 61

van Buuren; Stef...... 74 Wiegand; Thorsten...... 61

Van Der Linden; Wim...... 91 Wiens; Brian L...... 52

van Houwelingen; Hans C...... 53 Wilkinsn; Darren J...... 55

van Oorschot; Paul C...... 11 Wirkus; Stephen A...... 14

Vanstone; Scott A...... 11 Wong; Garry...... 49

Vasco; Maria Isabel...... 11 Wong; M.W...... 16

Vecer; Jan ...... 65 Wood; Simon...... 74

Vehtari; Aki...... 72 Woodward; Mark...... 52

Vekstein; Grigory...... 8 Worch; Thierry...... 60

Venkateswaran; Venkat...... 11 Wu; James...... 69 Author Index Verbeke; Geert...... 75 X Vercauteren; Frederik...... 11 Xi; Ning...... 24 Vert; Jean-Philippe ...... 48 Xia; H. Amy...... 54 Verzani; John...... 59, 64 Xie; Lihua...... 17 Vese; Luminita A...... 23 Xie; Yihui...... 73 Via; Allegra...... 49 Xing; Chaoping...... 8 Vivien; Frédéric...... 6 Xing; Haipeng...... 84 von Davier; Alina A...... 90 Xu; Li Da...... 8 von Davier; Matthias...... 90 Xu; Zenglin...... 69 W Y Wagner; Christoph...... 31 Yan; Duanli...... 90 Wahiddin; Mohamed Ridza...... 30 Yang; Yang...... 89 Wainer; Howard...... 92 Ye; Jieping...... 70 Walker; James S...... 18 Ye; Nong...... 68 Wan; Weishi...... 34 Yellen; Jay...... 10 Wang; Guanyu...... 21 Yellen; Jay...... 12 Wang; Huaxiong...... 8 Yu; Ting...... 67 Wang; Hui...... 32

Wang; Jane-Ling...... 79 Z 102 Wang; Jason T.L...... 47 Zang; Weihai...... 17 Wang; Jiacun...... 6 Zhang; Chunhua ...... 70

Wang; Suojin...... 77 Zhang; Jingxiong...... 61

Wang; Yu-Chao...... 25 Zhang; Jin-Ting...... 71

Wang; Zhihui...... 24 Zhang; Mingjun...... 24

Wapner; Leonard M...... 45 Zhang; Ping...... 10, 12

Washington; Lawrence C...... 5 Zhao; Chengli...... 8

Washington; Simon P...... 88 Zhou; Jie...... 28

Webster; Micah D...... 14 Zhou; Zhi-Hua...... 68

Weidenbach; Christoph...... 45 Zhu; Yunmin...... 28

Weihs; Claus...... 57 Ziegler; Gunter M...... 44

Weiner; Daniel...... 24 Zinovyev; Andrei...... 48

Weisstein; Eric W...... 17 Zou; Kelly H...... 54

Welch; Kathleen B...... 58 Zucchini; Walter...... 76

Welham; Suzanne Jane ...... 88 Zygmund; Antoni...... 43

Wellein; Gerhard...... 36

Welsh; Alan...... 77

Wenger; Rephael...... 20

West; Brady T...... 58

West; Brady T...... 89

West; Mike...... 83

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Roggebaai Central Tel/fax: +48 (0) 22 6714819 8012 Hong Kong Jeffrey Lim Mobile: +48 (0) 602 707 037 South Africa Tel: +852 3752 0626 Books Sales Director e-mail: [email protected] e-mail: [email protected] Tel: +27 21 469 8900 Jeffrey Lim Radek Janousek Fax: +27 21 469 8903 Books Sales Director Jason Lin (Science and Technology) Fax2Email: 0865314387 Singapore Sales Office Sales Manager Pod Nouzovem 972/21 e-mail: [email protected] e-mail: [email protected] Tel: +886 (2) 2551 1266 ext. 6275 197 00 Prague, Czech Republic Andrew Kwan e-mail: [email protected] South Asia Tel: +42 (0) 28 658 49888 Manager Philippines, Vietnam and Indo-China Mobile: +42 (0) 602294014 Ryan Cooper e-mail: [email protected] Jeffrey Lim e-mail: [email protected] International Sales Manager China Books Sales Director Milton Park Sales Office Taylor & Francis Asia Pacific Singapore Sales Office England and Wales Tel: +44 (0) 20 7017 6113 Room 1108B, Culture Square e-mail: [email protected] Fax: +44 (0) 20 7017 6748 London and Eastern England No. 59 Jia, Zhongguancun St. e-mail: [email protected] Haidian District Israel and the Palestinian James Whittle India Beijing 100872 Territories Area Representative P.R. China Ryan Cooper Mobile: 07802 536233 Taylor & Francis Books India Pvt Ltd. e-mail: [email protected] 912 Tolstoy House Tel: +86 10 82502670 International Sales Manager 15-17, Tolstoy Marg Fax: +86 10 82502566 Milton Park Sales Office West Midlands, Southern England, New Delhi 110 001 Jeffrey Lim Tel: +44 (0) 20 7017 6113 the South West and South Wales Books Sales Director Fax: +44 (0) 20 7017 6748 Tel: +91 (0) 11 2371 2131 John Blake Singapore Sales Office e-mail: [email protected] +91 (0) 11 2335 1453 Area Representative e-mail: [email protected] and Fax: +91 (0) 11 2371 2132 Mobile: 07889 263 857 e-mail: [email protected] Cynthia Ji Rodney Franklin e-mail: [email protected] Sales Manager Franklin’s International Pakistan e-mail: [email protected] PO BOX 3772 7, Tel Aviv 61376, Israel North and Northwest England, M. Anwer Iqbal Shanghai Region Tel: +972 356 00724 East Midlands and North Wales Book Bird Fax: +972 356 00479 Chris Ye Lucy Pink Mian Chambers, 3 Temple Road e-mail: [email protected] Area Representative 104 PO Box 518, Lahore, Pakistan Account Manager Room 1410, Jinjiang Xiangyang Tower Mobile: 07860 633156 Tel: +92 42 636 7275 Europe e-mail: [email protected] Fax: +92 42 636 1370 993 Nanjing West Road e-mail: [email protected] Shanghai 200041 Belgium, The Netherlands, France P.R. China and Luxembourg North of England, Scotland, Ireland and Northern Ireland Japan Tel: +86 21 22111595 Liza Walraven e-mail: [email protected] Area Sales Manager Nick Pepper United Publishers Services Limited Area Representative 1-32-5 Higashi-shinagawa Guangdong Region Taylor & Francis P.O. Box 447 Mobile: 07825 748476 Shinagawa-ku, Tokyo 140-0002 Cherry Wang e-mail: [email protected] Tel: +81 (0) 3 5479 7251 Sales Executive 2300 AK Leiden The Netherlands Fax: +81 (0) 3 5479 7307 e-mail: [email protected] Library Supply e-mail: [email protected] Tel. 0031 (0) 715243084 Singapore and Indonesia F: 0031 (0) 71 523 4571 Nigel Berkeley Editorial Office Mohamed Feroz Mobile: 0031 (0)623849668 Library Supply and London Key Assistant Sales Manager e-mail: [email protected] Accounts Manager Korea Singapore Sales Office Mobile: 07795 968206 Se-Yung Jun e-mail: [email protected] Nordic Countries e-mail: [email protected] ICK (Information & Culture Korea) Eva Nyika 473-19 Seokyo-dong, Mapo-ku Malaysia and Brunei Sales Representative Online Retailers Seoul, Korea 121-896 Taylor & Francis Publishing Services Taylor & Francis Scandinavia Taylor & Francis Asia Pacific Rod Abraham Tel: +82 2 3141-4791 Kungsbroplan 3 A, 1st Floor Assistant UK Sales Manager Fax: +82 2 3141-7733 No. 23-2, Jalan PJS 8/18 P.O Box 3255 Dataran Mentari Mobile: 07860 380 814 e-mail: [email protected] SE-103 65 Stockholm, Sweden Fax: 01372 273 744 46150 Petaling Jaya e-Mail [email protected] Selangor Darul Ehsan e-mail: [email protected] Malaysia Germany, Austria and Switzerland Tel: +60 (3) 5630 1361 Gabriela Mauch Fax: +60 (3) 5630 1732 Area Sales Manager David Yeong Taylor & Francis Group (Books Ltd) General Manager Karlshofstr. 22 Mobile: +60 (0)16 331 9912 70599 Stuttgart, Germany e-mail: [email protected] Tel: +49 (0)711 7207231 Fax: +49 (0)711 7220668 Mobile +49 (0)173 9059469 e-mail: [email protected] N11043_2014_UK_Cover_UK 10/30/13 11:12 AM Page 2

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• Sample pages with Google Preview Agriculture & Life Sciences Environmental Science & Engineering ISBN: 978-0-418-27627-3 ISBN: 978-0-418-27275-6

Biomedical Sciences Ergonomics & Human Factors, ISBN: 978-0-418-27268-8 Industrial Engineering & Manufacturing ISBN: 978-0-418-27276-3 Business, Management, & Public Administration ISBN: 978-0-418-27269-5 Food Science & Nutrition ISBN: 978-0-418-27277-0 Chemistry & Chemical Engineering Forensic Science, Law Enforcement, ISBN: 978-0-418-27271-8 & Homeland Security Civil & Mechanical Engineering ISBN: 978-0-418-27278-7 ISBN: 978-0-418-27272-5 Mathematics & Statistics Computer Science, Information Technology, ISBN: 978-0-418-27279-4 & Game Development Medicine & Veterinary Medicine ISBN: 978-0-418-27273-2 ISBN: 978-0-418-27282-4

Electrical Engineering Physics & Materials Science Go to www.crcpress.com ISBN: 978-0-418-27274-9 ISBN: 978-0-418-27281-7 for detailed information on every book. www.crcpress.com CRC Press www.crcpress.com/catalogs Taylor & Francis Group N11043_2014_UK_Cover_UK 11/13/13 2:37 PM Page 1

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