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1 Dynamisches Tool Zur (Grafischen) Datenanalyse
Statistik-Software Kommerzielle Software Freeware S-Plus www.insightful.com/products/splus/ R www.r-project.org/ SPSS www.spss.com/ PSPP www.gnu.org/software/pspp/pspp.html NCSS www.ncss.com/ Matlab www.mathworks.de/ Octave, Scilab www.scilab.org/ Eviews www.eviews.com PD Dr. Matthias Fischer Ox www.oxmetrics.net/ SAS www.sas.com/ [email protected] STATA www.stata.com/ LIMDEP www.limdep.com/ JMultiwww.jmulti.de/ Version 2.0 Matthias Fischer () Einf¨uhrung in R Version 2.0 1 / 95 Matthias Fischer () Einf¨uhrung in R Version 2.0 2 / 95 Warum R? R-Homepage http://www.r-project.org/ 1 Dynamisches Tool zur (grafischen) Datenanalyse 2 Taschenrechnerfunktion 3 Programmiersprache 4 Freeware-Version von S-PLUS 5 Alternative zu MATLAB, GAUSS, OX, etc. 6 Erg¨anzung zu Excel oder SPSS Download, Dokumentation, Newsgroups Matthias Fischer () Einf¨uhrung in R Version 2.0 3 / 95 Matthias Fischer () Einf¨uhrung in R Version 2.0 4 / 95 R-Installation 1/4 Start der Datei R-2.2.1-win32.exe Installation Matthias Fischer () Einf¨uhrung in R Version 2.0 5 / 95 Matthias Fischer () Einf¨uhrung in R Version 2.0 6 / 95 R-Installation 2/4 R-Installation 3/4 Matthias Fischer () Einf¨uhrung in R Version 2.0 7 / 95 Matthias Fischer () Einf¨uhrung in R Version 2.0 8 / 95 R-Installation 4/4 Literatur Matthias Fischer () Einf¨uhrung in R Version 2.0 9 / 95 Matthias Fischer () Einf¨uhrung in R Version 2.0 10 / 95 R-B¨ucher R-B¨ucher Everitt Behr An R and S-Plus Companion to Multivariate Analysis. -
Omegahat Packages for R
News The Newsletter of the R Project Volume 1/1, January 2001 Editorial by Kurt Hornik and Friedrich Leisch As all of R, R News is a volunteer project. The editorial board currently consists of the R core devel- Welcome to the first volume of R News, the newslet- opment team plus Bill Venables. We are very happy ter of the R project for statistical computing. R News that Bill—one of the authorities on programming the will feature short to medium length articles covering S language—has offered himself as editor of “Pro- topics that might be of interest to users or developers grammer’s Niche”, a regular column on R/S pro- of R, including gramming. This first volume already features a broad range Changes in R: new features of the latest release • of different articles, both from R core members and other developers in the R community (without Changes on CRAN: new add-on packages, • whom R would never have grown to what it is now). manuals, binary distributions, mirrors, . The success of R News critically depends on the ar- Add-on packages: short introductions to or re- ticles in it, hence we want to ask all of you to sub- • views of R extension packages mit to R News. There is no formal reviewing pro- cess yet, however articles will be reviewed by the ed- Programmer’s Niche: nifty hints for program- itorial board to ensure the quality of the newsletter. • ming in R (or S) Submissions should simply be sent to the editors by email, see the article on page 30 for details on how to Applications: Examples of analyzing data with • write articles. -
Kwame Nkrumah University of Science and Technology, Kumasi
KWAME NKRUMAH UNIVERSITY OF SCIENCE AND TECHNOLOGY, KUMASI, GHANA Assessing the Social Impacts of Illegal Gold Mining Activities at Dunkwa-On-Offin by Judith Selassie Garr (B.A, Social Science) A Thesis submitted to the Department of Building Technology, College of Art and Built Environment in partial fulfilment of the requirement for a degree of MASTER OF SCIENCE NOVEMBER, 2018 DECLARATION I hereby declare that this work is the result of my own original research and this thesis has neither in whole nor in part been prescribed by another degree elsewhere. References to other people’s work have been duly cited. STUDENT: JUDITH S. GARR (PG1150417) Signature: ........................................................... Date: .................................................................. Certified by SUPERVISOR: PROF. EDWARD BADU Signature: ........................................................... Date: ................................................................... Certified by THE HEAD OF DEPARTMENT: PROF. B. K. BAIDEN Signature: ........................................................... Date: ................................................................... i ABSTRACT Mining activities are undertaken in many parts of the world where mineral deposits are found. In developing nations such as Ghana, the activity is done both legally and illegally, often with very little or no supervision, hence much damage is done to the water bodies where the activities are carried out. This study sought to assess the social impacts of illegal gold mining activities at Dunkwa-On-Offin, the capital town of Upper Denkyira East Municipality in the Central Region of Ghana. The main objectives of the research are to identify factors that trigger illegal mining; to identify social effects of illegal gold mining activities on inhabitants of Dunkwa-on-Offin; and to suggest effective ways in curbing illegal mining activities. Based on the approach to data collection, this study adopts both the quantitative and qualitative approach. -
In This Issue
SCASA: SOUTHERN CALIFORNIA CHA P- E-Tidings Newsletter TER OF THE AMERI- CAN STATISTICAL ASSOCIATION SCASA Events and News VOLUME 8, ISSUES 1 - 2 JANUARY - FEBRUARY 2019 In This Issue Page 2: New SCASA board Pages 3-4: Presidential address Page 5: Book Club Page 6: Online store Page 7: Statistics Poster competition Page 8: DataFest Page 9: Careers Day Page 10: Applied Statistics Workshop Page 11: Traveling course Page 12: Job Opening Announcement Page 13: Dr. Normalcurvesaurus, Ph.D. presents The answer is at the bottom of this issue. http://community.amstat.org/scasa/newsletters VOLUME 8, ISSUES 1 - 2 P A G E 2 SCASA Officers 2019-2020 : CONGRATULATIONS TO ALL ELECTED AND RE-ELECTED!!! We have the newly elected SCASA board!!! Congratulations to Everyone!!! President: James Joseph, AKAKIA [[email protected]] President-Elect: Rebecca Le, County of Riverside [[email protected]] Immediate Past President: Olga Korosteleva, CSULB [[email protected]] Treasurer: Olga Korosteleva, CSULB [[email protected]] Secretary: Michael Tsiang, UCLA [[email protected]] Vice President of Professional Affairs: Anna Liza Antonio, Enterprise Analytics [[email protected]] Vice President of Academic Affairs: Shujie Ma, UCR [[email protected]] Vice President for Student Affairs: Anna Yu Lee, APU and Claremont Graduate University [[email protected]] The ASA Council of Chapters Representative: Harold Dyck, CSUSB [[email protected]] ENewsletter Editor-in-Chief: Olga Korosteleva, CSULB [[email protected]] Chair of the Applied Statistics Workshop Committee: James Joseph, AKAKIA [[email protected]] Treasurer of the Applied Statistics Workshop: Rebecca Le, County of Riverside [[email protected]] Webmaster: Anthony Doan, CSULB [[email protected]] http://community.amstat.org/scasa/newsletters P A G E 3 VOLUME 8, ISSUES 1 - 2 “GROW STRONG” Presidential Address Southern California may be the most diverse job market in the United States, if not the world. -
Applied Econometrics Using MATLAB
Applied Econometrics using MATLAB James P. LeSage Department of Economics University of Toledo CIRCULATED FOR REVIEW October, 1998 2 Preface This text describes a set of MATLAB functions that implement a host of econometric estimation methods. Toolboxes are the name given by the MathWorks to related sets of MATLAB functions aimed at solving a par- ticular class of problems. Toolboxes of functions useful in signal processing, optimization, statistics, nance and a host of other areas are available from the MathWorks as add-ons to the standard MATLAB software distribution. I use the termEconometrics Toolbox to refer to the collection of function libraries described in this book. The intended audience is faculty and students using statistical methods, whether they are engaged in econometric analysis or more general regression modeling. The MATLAB functions described in this book have been used in my own research as well as teaching both undergraduate and graduate econometrics courses. Researchers currently using Gauss, RATS, TSP, or SAS/IML for econometric programming might nd switching to MATLAB advantageous. MATLAB software has always had excellent numerical algo- rithms, and has recently been extended to include: sparse matrix algorithms, very good graphical capabilities, and a complete set of object oriented and graphical user-interface programming tools. MATLAB software is available on a wide variety of computing platforms including mainframe, Intel, Apple, and Linux or Unix workstations. When contemplating a change in software, there is always the initial investment in developing a set of basic routines and functions to support econometric analysis. It is my hope that the routines in the Econometrics Toolbox provide a relatively complete set of basic econometric analysis tools. -
Rice Research Versus Rice Imports in Malaysia: a Dynamic Spatial Equilibrium Model
COPYRIGHT AND USE OF THIS THESIS This thesis must be used in accordance with the provisions of the Copyright Act 1968. Reproduction of material protected by copyright may be an infringement of copyright and copyright owners may be entitled to take legal action against persons who infringe their copyright. Section 51 (2) of the Copyright Act permits an authorized officer of a university library or archives to provide a copy (by communication or otherwise) of an unpublished thesis kept in the library or archives, to a person who satisfies the authorized officer that he or she requires the reproduction for the purposes of research or study. The Copyright Act grants the creator of a work a number of moral rights, specifically the right of attribution, the right against false attribution and the right of integrity. You may infringe the author’s moral rights if you: - fail to acknowledge the author of this thesis if you quote sections from the work - attribute this thesis to another author - subject this thesis to derogatory treatment which may prejudice the author’s reputation For further information contact the University’s Director of Copyright Services sydney.edu.au/copyright RICE RESEARCH VERSUS RICE IMPORTS IN MALAYSIA: A DYNAMIC SPATIAL EQUILIBRIUM MODEL Deviga Vengedasalam A thesis submitted in fulfilment of the requirements for the degree of Doctor of Philosophy Department of Agricultural and Resource Economics Faculty of Agriculture and Environment The University of Sydney New South Wales Australia February 2013 STATEMENT OF ORIGINALITY I hereby certify that the substance of the material used in this study is my own research and has not been submitted or is not currently being submitted for any other degree. -
A Study on the Utilization of E-Resources Among College Students
International Journal of Knowledge Engineering, Vol. 6, No. 1, June 2020 A Study on the Utilization of e-Resources among College Students Rebilyn G. Roman, Charles Spencer P. Trobada, Ferginia P. Gaton, Catherine Kate Gania, Solomon Ayodele Oluyinka, Heidie O. Cuenco, and Richard G. Daenos libraries more convenient. Libraries need to prioritize and Abstract—E-resources are information resources that can be acquire materials that are relevant to the fields of study of the accessed through the use of electronic devices. With the fast user community and supplement these materials with development of technology, it is imperative that libraries also e-resources. adapt to the changing times. Libraries are now incorporating e-resources to their collection to accommodate the needs of their The management of information in university libraries has clients. Gale is an electronic database that houses e-books and greatly changed due to the advent of electronic information e-journals. This study examined the factors that affect the resources [6]. With the use of electronic resources, this made utilization of the Gale electronic resources among college it possible for researchers to gather and use the information students. Questionnaires were randomly distributed to a total of needed anytime thus getting updated with the current trends 201 3rd year and 4th year students. The factors identified, and developments of the field [7]. E-resources serve as a Awareness, Usefulness and Challenges were derived from related studies. The collected data were analyzed using solution to save space and regulate the flow of information in SmartPLS. The results showed that the aforementioned factors libraries [8], [9]. -
Wissenschaftskolleg Zu Berlin Jahrbuch 1986/87
Wissenschaftskolleg zu Berlin Jahrbuch 1986/87 WISSENSCHAFTSKOLLEG -INSTITUTE FOR ADVANCED STUDY - ZU BERLIN JAHRBUCH 1986/87 NICOLAISCHE VERLAGSBUCHHANDLUNG © 1988 by Nicolaische Verlags- buchhandlung Beuermann GmbH, Berlin und Wissenschaftskolleg zu Berlin — Institute for Advanced Study — Alle Rechte, auch das der fotomechanischen Wiedergabe, vorbehalten Redaktion: Ingrid Rudolph Satz: MEDIA trend, Berlin Druck: Druckerei Gerike, Berlin Buchbinder: Luderitz & Bauer, Berlin Printed in Germany 1988 ISBN 3-87584-236-7 5 Inhaltsverzeichnis Vorbemerkung des Herausgebers 11 Arbeitsberichte MOHAMMED ARKOUN 17 PETER AX 20 DAVID R. AXELRAD 24 PETER BOERNER 27 ELIESER L. EDELSTEIN 30 GEORG ELWERT 33 JANE FULCHER 38 MAURICE GARDEN 39 ALDO G. GARGANI 41 JACOB GOLDBERG 43 RAINER GRUENTER 48 ROLF HOCHHUTH 49 6 GERTRUD HOHLER 51 JOHN HOPE MASON 55 LOTHAR JAENICKE 58 RUTH KATZ 62 GIULIANA LANATA 64 HERBERT MEHRTENS 67 KLAUS MOLLENHAUER 73 AUGUST NITSCHKE 81 DIETER NORR 83 MICHAEL OPPITZ 84 ADRIANA ORTIZ-ORTEGA 89 JOSEF PALDUS 93 ULRICH POTHAST 98 PETER HANNS REILL 102 7 RICHARD RORTY 105 BERND ROTHERS 108 PETER SCHEIBERT 111 YONATHAN SHAPIRO 114 VERENA STOLCKE 117 HENRY A. TURNER 122 BRIAN VICKERS 124 GYÖRGY WALKO 130 R. J. ZWI WERBLOWSKI 134 O. K. WERCKMEISTER 73 8 Seminarberichte Constitutive Laws and Microstructure Seminar veranstaltet von DAVID R. AXELRAD und WOLFGANG MUSCHIK 23.-24. Februar 1987 139 Der Wandel am Anfang des 20. Jahrhunderts. Parallele Veränderungen in Wissenschaft, Kunst, Recht und in bevorzugten Bewegungsweisen. Verschiedene Erklärungsmodelle. Seminar veranstaltet von HERBERT MEHRTENS und AUGUST NITSCHKE 11.-12. März 1987 140 Unternehmer und Regime im Dritten Reich Seminar veranstaltet von HENRY A. TURNER 19.-21. März 1987 145 Die deutsche Kunst unter der nationalsozialistischen Regierung als Gegenstand der kunstgeschichtlichen Forschung Seminar veranstaltet von O.K. -
Agricultural Policy Analysis Project
AGRICULTURAL POLICY ANALYSIS PROJECT Science and Technology, Office of Agriculture Under contract to the Agency for International Development, Bureau for Project Office 4250 Connecticut Avenue, N.W. Washington, D.C 20008 * Telephone: (202) 362-2800 AGRICULTURAL POLICY ANALYSIS TOOLS FOR ECONOMIC DEVELOPMENT APAP MAIN DOCUMENT NO. 2 By: LUTHER G. TWEETEN, Editor, et. al. NOVEMBER, 1988 Submitted to: Dr. William Goodwin U.S. Agency ior International Development S&T/AGR, SA-18 Reor 403 Washington, D.C. 20523 Prime Contractor: At Associates Inc., 55 Wheeler Street. Cambridge. Massachusetts 02138 (617) 492-7100 Subcontractors: Robert R. Nathan Associates, Inc. 1301 Pennsylvania Avenue, NW.. Washington. DC 20004 (202) 393-2700 Abel, Daft & Earigy, 1339 Wisconsin Avenue. NW.. Washington. DC 20007 (202) 342-7620 Oklahoma State University, Department o Agricultural Economics. Stillwater. Oklahoma 74078 (405) 624-6157 AGENCY FOR INTERNATIONAL DEVELOPMENT PPC/CDIE/DI REPORT PROCESSING FORM ENTER INFOPMATION ONLY IF NOT INCLUDED ON COVER OR TITLE PAGE OF DOCUMENT 1. Proiect/Subproiect Number 2. Contract/Grant Number 3. Publication Date APAP/936-4084 DAN-4084-C-00-3087-00 November, 1988 4. Document Title/Translated Title Agricultural Policy Analysis Tools for Economic Development L 5. Author(s) I. Luther G. Tweeten editor, et. al. 3. 6 Contributing Organization(s) IAbt Associates, In., Cambridge, MA ;Robert R. Nathan Associates, Inc., Washington, D.C. Abel, Daft and Earley, Inc., Alexandria, VA A.W Z State ni iv ept. f A-r. nllcwntpr OK 7. a.maon. ort '". SSmberonsorin A I. l-.6 ice_ 393 PAP Main Docunt[ AD/ST/AGR/EPP 10. Abstract (optional - .50 word limit) "Tools" provides approaches to and techniques useful in analyzing very real world problems in agricultural policy analysis. -
Non-Inferiority, Superiority, Equivalence, and Two-Sided Tests Vs
NCSS Statistical Software NCSS.com Chapter 516 Two Proportions – Non-Inferiority, Superiority, Equivalence, and Two- Sided Tests vs. a Margin Introduction This chapter documents four closely related procedures: non-inferiority tests, superiority (by a margin) tests, equivalence tests, and two-sided tests versus a margin. These procedures compute both asymptotic and exact confidence intervals and hypothesis tests for the difference, ratio, and odds ratio of two proportions. Non-Inferiority Tests Non-inferiority tests are one-sided hypothesis tests in which the null and alternative hypotheses are arranged to test whether one group is almost as good (not much worse) than the other group. So, we might be interested in showing that a new, less-expensive method of treatment is no worse than the current method of treatment. Superiority Tests Superiority tests are one-sided hypothesis tests in which the null and alternative hypotheses are arranged to test whether one group is better than the other group by more than a stated margin. So, we might be interested in showing that a new method of treatment is better by more than a clinically insignificant amount. Equivalence Tests Equivalence tests are used to show conclusively that two methods (i.e. drugs) are equivalent. The conventional method of testing equivalence hypotheses is to perform two, one-sided tests (TOST) of hypotheses. The null hypothesis of non-equivalence is rejected in favor of the alternative hypothesis of equivalence if both one-sided tests are rejected. Unlike the common two-sided tests, however, the type I error rate is set directly at the nominal level (usually 0.05)—it is not split in half. -
Models De Dades Dels SIG a Internet. Aspectes Teòrics I Aplicats
Models de dades dels SIG a Internet. Aspectes teòrics i aplicats Internet GIS Data models. Theoretical and applied aspects Tesi Doctoral Doctorat en Geografia Facultat de Filosofia i Lletres Universitat Autònoma de Barcelona Doctorand: Joan Masó Pau Director: Dr. Xavier Pons Fernández Juny del 2012 La portada l’aquest document es basa en una composició RGB en color fals obtinguda amb 3 canals espectrals (Infraroig proper, infraroig mitjà i vermell) que provenen d’un mosaic d’escenes Landsat 7 preses l’agost de 2003 i que es pot obtenir del servidor SatCat. (www.opengis.uab.cat/wms/satcat). Per a realitzar la portada s’ha escollit una regió de Catalunya que no contingués mar ni zones fora de l’àmbit. Per a la contraportada (a l’esquerra) i per a la portada (a la dreta), la regió s’ha dividit en sengles parts La imatge té 20 m de costat de píxel i ha estat tallada en tessel∙les de 256x256 píxels amb els procediments de preparació de capes del MiraMon per accelerar el rendiment en proporcionar una capa en un servei conforme a l’estàndard WMTS. La tessel∙lació consta de 55x55 tessel∙les de les qual finalment es fa servir una matriu de 24x17, començant a la tessel∙la (12,12) i acabant a la tessel∙la (28,35). “You're being confused by irrelevant data. Ignore it.” Seven of Nine from: Survival Instinct (1999) Star Trek Voyager series “This was just a first step. In time you’ll take another. Small moves, Ellie. Small moves.” Ted Arroway from: Contact (1997) movie ÍNDEX/TABLE OF CONTENTS Índex general/Table of contents ÍNDEX/TABLE OF CONTENTS ........................................................................................... -
Package 'Coin'
Package ‘coin’ February 8, 2021 Version 1.4-1 Date 2021-02-08 Title Conditional Inference Procedures in a Permutation Test Framework Description Conditional inference procedures for the general independence problem including two-sample, K-sample (non-parametric ANOVA), correlation, censored, ordered and multivariate problems described in <doi:10.18637/jss.v028.i08>. Depends R (>= 3.6.0), survival Imports methods, parallel, stats, stats4, utils, libcoin (>= 1.0-5), matrixStats (>= 0.54.0), modeltools (>= 0.2-9), mvtnorm (>= 1.0-5), multcomp Suggests xtable, e1071, vcd, TH.data (>= 1.0-7) LinkingTo libcoin (>= 1.0-5) LazyData yes NeedsCompilation yes ByteCompile yes License GPL-2 URL http://coin.r-forge.r-project.org Author Torsten Hothorn [aut, cre] (<https://orcid.org/0000-0001-8301-0471>), Henric Winell [aut] (<https://orcid.org/0000-0001-7995-3047>), Kurt Hornik [aut] (<https://orcid.org/0000-0003-4198-9911>), Mark A. van de Wiel [aut] (<https://orcid.org/0000-0003-4780-8472>), Achim Zeileis [aut] (<https://orcid.org/0000-0003-0918-3766>) Maintainer Torsten Hothorn <[email protected]> Repository CRAN Date/Publication 2021-02-08 16:50:07 UTC 1 2 R topics documented: R topics documented: coin-package . .3 alpha . .4 alzheimer . .5 asat .............................................6 ContingencyTests . .7 CorrelationTests . 12 CWD ............................................ 14 expectation-methods . 16 glioma . 18 GTSG............................................ 19 hohnloser . 21 IndependenceLinearStatistic-class . 22 IndependenceProblem-class . 23 IndependenceTest . 24 IndependenceTest-class . 28 IndependenceTestProblem-class . 30 IndependenceTestStatistic-class . 31 jobsatisfaction . 34 LocationTests . 35 malformations . 40 MarginalHomogeneityTests . 41 MaximallySelectedStatisticsTests . 45 mercuryfish . 48 neuropathy . 50 NullDistribution . 52 NullDistribution-class . 54 NullDistribution-methods . 56 ocarcinoma . 57 PermutationDistribution-methods .