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Methods for Fitting the Linear Ballistic Accumulator
Behavior Research Methods 2009, 41 (4), 1095-1110 doi:10.3758/BRM.41.4.1095 Getting more from accuracy and response time data: Methods for fitting the linear ballistic accumulator CHRIS DONKIN , LEE A VERE ll , SC OTT BROWN , A N D A N D REW HE ATH C OTE University of Newcastle, Callaghan, New South Wales, Australia Cognitive models of the decision process provide greater insight into response time and accuracy than do stan- dard ANOVA techniques. However, such models can be mathematically and computationally difficult to apply. We provide instructions and computer code for three methods for estimating the parameters of the linear ballistic accumulator (LBA), a new and computationally tractable model of decisions between two or more choices. These methods—a Microsoft Excel worksheet, scripts for the statistical program R, and code for implementation of the LBA into the Bayesian sampling software WinBUGS—vary in their flexibility and user accessibility. We also provide scripts in R that produce a graphical summary of the data and model predictions. In a simulation study, we explored the effect of sample size on parameter recovery for each method. The materials discussed in this article may be downloaded as a supplement from http://brm.psychonomic-journals.org/content/supplemental. Many tasks used in experimental psychology involve edly samples information from the environment and that participants making relatively simple decisions, for which this information is used as evidence for one of the potential the experimenter measures the response times (RTs) and responses. As soon as the evidence in favor of one potential the accuracy of the responses. -
Language-Level Support for Exploratory Programming of Distributed Virtual Environments
In Proc ACM UIST ‘96 (Symp. on User Interface Software and Technology), Seattle, WA, November 6–8, 1996, pp. 83–94. Language-Level Support for Exploratory Programming of Distributed Virtual Environments Blair MacIntyre and Steven Feiner Department of Computer Science, Columbia University, New York, NY, 10027 {bm,feiner}@cs.columbia.edu http://www.cs.columbia.edu/~{bm,feiner} Abstract resulted in an unmanageable welter of client-server relation- ships, with each of a dozen or more processes needing to We describe COTERIE, a toolkit that provides language- create and maintain explicit connections to each other and to level support for building distributed virtual environments. handle inevitable crashes. COTERIE is based on the distributed data-object paradigm for distributed shared memory. Any data object in COTE- We spent a sufficiently large portion of our time reengineer- RIE can be declared to be a Shared Object that is replicated ing client-server code that it became clear to us that our fully in any process that is interested in it. These Shared implementation of the client-server model was unsuitable Objects support asynchronous data propagation with atomic for exploratory programming of distributed research proto- serializable updates, and asynchronous notification of types. The heart of the problem, as we saw it, was a lack of updates. COTERIE is built in Modula-3 and uses existing support for data sharing that was both efficient and easy for Modula-3 packages that support an integrated interpreted programmers to use in the face of frequent and unantici- language, multithreading, and 3D animation. Unlike other pated changes. -
A Trusted Mechanised Javascript Specification
A Trusted Mechanised JavaScript Specification Martin Bodin Arthur Charguéraud Daniele Filaretti Inria & ENS Lyon Inria & LRI, Université Paris Sud, CNRS Imperial College London [email protected] [email protected] d.fi[email protected] Philippa Gardner Sergio Maffeis Daiva Naudžiunien¯ e˙ Imperial College London Imperial College London Imperial College London [email protected] sergio.maff[email protected] [email protected] Alan Schmitt Gareth Smith Inria Imperial College London [email protected] [email protected] Abstract sation was crucial. Client code that works on some of the main JavaScript is the most widely used web language for client-side ap- browsers, and not others, is not useful. The first official standard plications. Whilst the development of JavaScript was initially just appeared in 1997. Now we have ECMAScript 3 (ES3, 1999) and led by implementation, there is now increasing momentum behind ECMAScript 5 (ES5, 2009), supported by all browsers. There is the ECMA standardisation process. The time is ripe for a formal, increasing momentum behind the ECMA standardisation process, mechanised specification of JavaScript, to clarify ambiguities in the with plans for ES6 and 7 well under way. ECMA standards, to serve as a trusted reference for high-level lan- JavaScript is the only language supported natively by all major guage compilation and JavaScript implementations, and to provide web browsers. Programs written for the browser are either writ- a platform for high-assurance proofs of language properties. ten directly in JavaScript, or in other languages which compile to We present JSCert, a formalisation of the current ECMA stan- JavaScript. -
BCL: a Cross-Platform Distributed Data Structures Library
BCL: A Cross-Platform Distributed Data Structures Library Benjamin Brock, Aydın Buluç, Katherine Yelick University of California, Berkeley Lawrence Berkeley National Laboratory {brock,abuluc,yelick}@cs.berkeley.edu ABSTRACT high-performance computing, including several using the Parti- One-sided communication is a useful paradigm for irregular paral- tioned Global Address Space (PGAS) model: Titanium, UPC, Coarray lel applications, but most one-sided programming environments, Fortran, X10, and Chapel [9, 11, 12, 25, 29, 30]. These languages are including MPI’s one-sided interface and PGAS programming lan- especially well-suited to problems that require asynchronous one- guages, lack application-level libraries to support these applica- sided communication, or communication that takes place without tions. We present the Berkeley Container Library, a set of generic, a matching receive operation or outside of a global collective. How- cross-platform, high-performance data structures for irregular ap- ever, PGAS languages lack the kind of high level libraries that exist plications, including queues, hash tables, Bloom filters and more. in other popular programming environments. For example, high- BCL is written in C++ using an internal DSL called the BCL Core performance scientific simulations written in MPI can leverage a that provides one-sided communication primitives such as remote broad set of numerical libraries for dense or sparse matrices, or get and remote put operations. The BCL Core has backends for for structured, unstructured, or adaptive meshes. PGAS languages MPI, OpenSHMEM, GASNet-EX, and UPC++, allowing BCL data can sometimes use those numerical libraries, but are missing the structures to be used natively in programs written using any of data structures that are important in some of the most irregular these programming environments. -
The Zonnon Project: a .NET Language and Compiler Experiment
The Zonnon Project: A .NET Language and Compiler Experiment Jürg Gutknecht Vladimir Romanov Eugene Zueff Swiss Fed Inst of Technology Moscow State University Swiss Fed Inst of Technology (ETH) Computer Science Department (ETH) Zürich, Switzerland Moscow, Russia Zürich, Switzerland [email protected] [email protected] [email protected] ABSTRACT Zonnon is a new programming language that combines the style and the virtues of the Pascal family with a number of novel programming concepts and constructs. It covers a wide range of programming models from algorithms and data structures to interoperating active objects in a distributed system. In contrast to popular object-oriented languages, Zonnon propagates a symmetric compositional inheritance model. In this paper, we first give a brief overview of the language and then focus on the implementation of the compiler and builder on top of .NET, with a particular emphasis on the use of the MS Common Compiler Infrastructure (CCI). The Zonnon compiler is an interesting showcase for the .NET interoperability platform because it implements a non-trivial but still “natural” mapping from the language’s intrinsic object model to the underlying CLR. Keywords Oberon, Zonnon, Compiler, Common Compiler Infrastructure (CCI), Integration. 1. INTRODUCTION: THE BRIEF CCI and b) to experiment with evolutionary language HISTORY OF THE PROJECT concepts. The notion of active object was taken from the Active Oberon language [Gut01]. In addition, two This is a technical paper presenting and describing new concurrency mechanisms have been added: an the current state of the Zonnon project. Zonnon is an accompanying communication mechanism based on evolution of the Pascal, Modula, Oberon language syntax-oriented protocols , borrowed from the Active line [Wir88]. -
MODULA-2 TRANSLATOR USER's MANUAL First Edition May 1986
LOGITECH SOFTWARE ENGINEERING LIBRARY PASCAL TO MODULA-2 TRANSLATOR USER'S MANUAL First Edition May 1986 Copyright (C) 1984, 1985, 1986, 1987 LOGITECH, Inc. All Rights Reserved. No part of this document may be copied or reproduced in any form or by any means without the prior written consent of LOGITECH, Inc. LOGITECH, MODULA-2186,and MODULA-2IVX86 are trademarks ofLOGITECH, Inc. Microsoft is a registered trademark of Microsoft Corporation. MS-DOS is a trademark of Microsoft Corporation. Intel is a registered trademark ofIntel Corporation. IBM is a registered trademark ofInternational Business Machines Corporation. Turbo Pascal is a registered trademark ofBorland International, Inc. LOGITECH, Inc. makes no warranties with respect to this documentation and disclaims any implied warranties of merchantability and fitness for a particular purpose. The information in this document is subject to change without notice. LOGITECH, Inc. assumes no responsibility for any errors that may appear in this document. From time to time changes may occur in the filenames and in the files actually included on the distribution disks. LOGITECH, Inc. makes no warranties that such files or facilities as mentioned in this documentation exist on the distribution disks or as part of the materials distributed. LU-GUllO-1 Initial issue: May 1986 Reprinted: September 1987 This edition applies to Release 1.00 or later of the software. ii TRANSLATOR Preface LOGITECH'S POLICIES AND SERVICES Congratulations on the purchase of your LOGITECH Pascal To Modula-2 Translator. Please refer to the following infonnation for details about LOGITECH's policies and services. We feel that effective communication with our customers is the key to quality service. -
MODULA a Language for Modular Multiprogramming, Wirth, 1976
Research Collection Report MODULA a language for modular multiprogramming Author(s): Wirth, Niklaus Publication Date: 1976 Permanent Link: https://doi.org/10.3929/ethz-a-000199440 Rights / License: In Copyright - Non-Commercial Use Permitted This page was generated automatically upon download from the ETH Zurich Research Collection. For more information please consult the Terms of use. ETH Library ~ idgenöss · ische ·Institut T echnisc ~he für. Hochschule Informatik Zürich MODULA: A language formodular multiprogramming ~~8rz 1976 18 ~ ., ' , „· Eidgenössische Institut Technische für Hochschule Informatik Zürich Niklaus Wirth MODULA: A language formodular multiprogramming - 1 - N .Wirth Abstract This paper defines a language called Modula, which is intended primarily for programming dedicated computer systems, including process control systems on smaller machines. The language is largely based on Pascal, but in addition to conventional block ) structure it introduces a so - called module structure . A module is a set of procedures, data types, and variables, where the programmer has precise control over the names that are imported from and exported to the environment. Modula includes general multiprocessing facilities, namely processes , interfacp, modules, and Signals . It also allows the specification of facilities that represent a computer ' s specific peripheral devices . Those given in this paper pertain to the PDP - 11. Author ' s address: Institut für Informatik , ETH , CH-8092 Zürich - 2 - Coaten ts 1. Introduction 3 2. 0 verview 5 3. Notation for syotactic description 10 4. Language vocabulary and representation 10 5. Facilities for sequential programmiog 12 1. Constant declarations 12 2. Type declarations 12 1 • Basic types 13 2. E n um e ratio n s 13 3. -
Automated Fortran–C++ Bindings for Large-Scale Scientific Applications
Automated Fortran–C++ Bindings for Large-Scale Scientific Applications Seth R Johnson HPC Methods for Nuclear Applications Group Nuclear Energy and Fuel Cycle Division Oak Ridge National Laboratory ORNL is managed by UT–Battelle, LLC for the US Department of Energy github.com/swig-fortran Overview • Introduction • Tools • SWIG+Fortran • Strategies • Example libraries 2 Introduction 3 How did I get involved? • SCALE (1969–present): Fortran/C++ • VERA: multiphysics, C++/Fortran • MPACT: hand-wrapped calls to C++ Trilinos 4 Project background • Exascale Computing Project: at inception, many scientific app codes were primarily Fortran • Numerical/scientific libraries are primarily C/C++ • Expose Trilinos solver library to Fortran app developers: ForTrilinos product 5 ECP: more exascale, less Fortran Higher-level { }Fortran ECP application codes over time (credit: Tom Evans) 6 Motivation • C++ library developers: expand user base, more F opportunities for development and follow-on funding • Fortran scientific app developers: use newly exposed algorithms and tools for your code C • Multiphysics project integration: in-memory coupling of C++ physics code to Fortran physics code • Transitioning application teams: bite-size migration from Fortran to C++ C++ 7 Tools 8 Wrapper “report card” • Portability: Does it use standardized interoperability? • Reusability: How much manual duplication needed for new interfaces? • Capability: Does the Fortran interface have parity with the C++? • Maintainability: Do changes to the C++ code automatically update -
Metal C Programming Guide and Reference
z/OS Version 2 Release 3 Metal C Programming Guide and Reference IBM SC14-7313-30 Note Before using this information and the product it supports, read the information in “Notices” on page 159. This edition applies to Version 2 Release 3 of z/OS (5650-ZOS) and to all subsequent releases and modifications until otherwise indicated in new editions. Last updated: 2019-02-15 © Copyright International Business Machines Corporation 1998, 2017. US Government Users Restricted Rights – Use, duplication or disclosure restricted by GSA ADP Schedule Contract with IBM Corp. Contents List of Figures...................................................................................................... vii List of Tables........................................................................................................ ix About this document.............................................................................................xi Who should read this document................................................................................................................. xi Where to find more information..................................................................................................................xi z/OS Basic Skills in IBM Knowledge Center.......................................................................................... xi How to read syntax diagrams......................................................................................................................xi How to send your comments to IBM......................................................................xv -
Programming in Java
Introduction to Programming in Java An Interdisciplinary Approach Robert Sedgewick and Kevin Wayne Princeton University ONLINE PREVIEW !"#$%&'(')!"*+,,,- ./01/23,,,0425,67 Publisher Greg Tobin Executive Editor Michael Hirsch Associate Editor Lindsey Triebel Associate Managing Editor Jeffrey Holcomb Senior Designer Joyce Cosentino Wells Digital Assets Manager Marianne Groth Senior Media Producer Bethany Tidd Senior Marketing Manager Michelle Brown Marketing Assistant Sarah Milmore Senior Author Support/ Technology Specialist Joe Vetere Senior Manufacturing Buyer Carol Melville Copyeditor Genevieve d’Entremont Composition and Illustrations Robert Sedgewick and Kevin Wayne Cover Image: © Robert Sedgewick and Kevin Wayne Page 353 © 2006 C. Herscovici, Brussels / Artists Rights Society (ARS), New York Banque d’ Images, ADAGP / Art Resource, NY Many of the designations used by manufacturers and sellers to distinguish their products are claimed as trade- marks. Where those designations appear in this book, and Addison-Wesley was aware of a trademark claim, the designations have been printed in initial caps or all caps. The interior of this book was composed in Adobe InDesign. Library of Congress Cataloging-in-Publication Data Sedgewick, Robert, 1946- Introduction to programming in Java : an interdisciplinary approach / by Robert Sedgewick and Kevin Wayne. p. cm. Includes index. ISBN 978-0-321-49805-2 (alk. paper) 1. Java (Computer program language) 2. Computer programming. I. Wayne, Kevin Daniel, 1971- II. Title. QA76.73.J38S413 2007 005.13’3--dc22 2007020235 Copyright © 2008 Pearson Education, Inc. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior written permission of the publisher. -
Clouds and the Earth's Radiant Energy System (CERES) Data Management System
NASA'S MISSION TO PLANET EARTH EARTH PROBES EOS DATA INFORMATION SYSTEM EARTH OBSERVING SYSTEM National Aeronautics and Space Administration Langley Research Center Hampton, Virginia 23681-2199 Clouds and the Earth's Radiant Energy System (CERES) Data Management System View HDF User's Guide S RA TH DIA AR N E T E E N H E T R D G N Y A CERES S S Y D S U T E O M L Version 5.0 C November 2007 NASA Clouds and the Earth's Radiant Energy System (CERES) Data Management System View_Hdf User’s Guide Version 5.0 Primary Author Kam-Pui Lee Science Systems and Applications, Inc. (SSAI) One Enterprise Parkway Hampton, Virginia 23666 November 2007 TABLE OF CONTENTS Section Page 1.0 Introduction . 1 2.0 Installation . 2 3.0 How to Start . 4 4.0 GUI Description . 12 4.1 Main Menu . 15 4.2 Select Function Menu . 68 4.3 Plot Window Menu . 92 5.0 Recognized Variable Names . 107 6.0 Configuration File . 111 7.0 Examples . 114 8.0 References . 132 9.0 List of Acronyms . 133 10.0 Data Center/Data Access Information . 134 iii LIST OF FIGURES Figure Page Fig. 3-1. Main Menu . 4 Fig. 3-2. File Menu . 5 Fig. 3-3. Select File Window . 5 Fig. 3-4. List SDS and Vdata Names . 6 Fig. 3-5. SDS Range Input Window . 7 Fig. 3-6. Import SDS . 7 Fig. 3-7. Vdata Fields Window . 8 Fig. 3-8. Vdata Field Range Window . 8 Fig. 3-9. -
Extensibility in the Oberon System
Nordic Journal of Computing 1(1994), 77{93. EXTENSIBILITY IN THE OBERON SYSTEM HANSPETER MOSSENB¨ OCK¨ ∗ Institute for Computer Systems ETH Zurich¨ CH{8092 Zurich¨ Switzerland Abstract. We show how an object-oriented system-and in particular the Oberon System-can be used to write software that is extensible by end users even while the software is running. Extensibility instead of completeness may be a way out of the unpleasant situation in software industry where applications still tend to become bigger every year. Oberon is both an object-oriented programming language and an operating system with new concepts such as commands and dynamic loading. The language and the system make up an environment that is similar to Smalltalk in its flexibility but offers static type-checking and is much more efficient. CR Classification: D.2.2, D.1.5 1. Introduction Ambitious software systems with large functionality and thousands of users can hardly be designed in a form that meets all future needs from the be- ginning. It is impossible to foresee all the ways in which such systems will be used so that requests for extensions will arise naturally. Current software industry tries to cope with this problem by including as many features as possible into a software system. This leads to huge monolithic software that offers amazing functionality but still leaves some users disappointed because it typically lacks just their favorite feature. The opposite approach is to design a system only as a minimal kernel and to provide means to extend it. This allows vendors and even users to add more functionality later without bothering other users which do not need it.