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Charles S. Taber - Analyzing repeated surveys

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The author explains the logic behind the method and demonstrates its uses for social and behavioral research in: conducting inference using statistics with only weak mathematical theory; testing null hypotheses under a variety of plausible conditions; assessing the robustness of parametric inference to violations of its assumptions; assessing the quality of inferential methods; and comparing the properties of two or more estimators. In addition, Christopher Z Mooney carefully demonstrates how to prepare computer algorithms using GAUSS code and uses several research examples to demonstrate these principles. This volume will enable researchers to execute Monte Carlo Simulation effectively and to interpret the estimated sampling distribution generated from its use.

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title Monte Carlo Simulation Sage University Papers Series Quantitative - photo 1

title:Monte Carlo Simulation Sage University Papers Series. Quantitative Applications in the Social Sciences ; No. 07-116
author:Mooney, Christopher Z.
publisher:Sage Publications, Inc.
isbn10 | asin:0803959435
print isbn13:9780803959439
ebook isbn13:9780585213323
language:English
subjectMonte Carlo method.
publication date:1997
lcc:QA298.M66 1997eb
ddc:519.2/82
subject:Monte Carlo method.
Monte Carlo Simulation
SAGE UNIVERSITY PAPERS
Series: Quantitative Applications in the Social Sciences
Series Editor: Michael S. Lewis-Beck, University of Iowa
Editorial Consultants
Richard A. Berk, Sociology, University of California, Los Angeles
William D. Berry, Political Science, Florida State University
Kenneth A. Bollen, Sociology, University of North Carolina, Chapel Hill
Linda B. Bourque, Public Health, University of California, Los Angeles
Jacques A. Hagenaars, Social Sciences, Tilburg University
Sally Jackson, Communications, University of Arizona
Richard M. Jaeger, Education, University of North Carolina, Greensboro
Gary King, Department of Government, Harvard University
Roger E. Kirk, Psychology, Baylor University
Helena Chmura Kraemer, Psychiatry and Behavioral Sciences, Stanford
University
Peter Marsden, Sociology, Harvard University
Helmut Norpoth, Political Science, SUNY, Stony Brook
Frank L. Schmidt, Management and Organization, University of Iowa
Herbert Weisberg, Political Science, The Ohio State University
Publisher
Sara Miller McCune, Sage Publications, Inc.
INSTRUCTIONS TO POTENTIAL CONTRIBUTORS
For guidelines on submission of a monograph proposal to this series, please write
Michael S. Lewis-Beck, Editor
Sage QASS Series
Department of Political Science
University of Iowa
Iowa City, IA 52242
Page i
Series/Number 07-116
Monte Carlo Simulation
Christopher Z. Mooney
West Virginia University
Picture 2
SAGE PUBLICATIONS
International Educational and Professional Publisher
Thousand Oaks London New Delhi
Page ii
Copyright 1997 by Sage Publications, Inc.
All rights reserved. No part of this book may be reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, recording, or by any information storage and retrieval system, without permission in writing from the publisher.
For information address:
Picture 3
SAGE Publications, Inc.
2455 Teller Road
Thousand Oaks, California 91320
E-mail: order@sagepub.com
SAGE Publications Ltd.
6 Bonhill Street
London EC2A 4PU
United Kingdom
SAGE Publications India Pvt. Ltd.
M-32 Market
Greater Kailash I
New Delhi 110 048 India
Printed in the United States of America
Library of Congress Cataloging-in-Publication Data
Mooney, Christopher Z.
Monte Carlo simulation / author, Christopher Z. Mooney.
p. cm. (Quantitative applications in the social sciences ;Vol. #116)
Includes bibliographical references (p. ).
ISBN 0-8039-5943-5 (pbk.)
1. Monte Carlo method. I. Title. II. Series: Sage university
papers series. Quantitative applications in the social sciences ;
no. 116.
QA298.M66 1997
519.2'82dc21 96-45873
CIP
99 00 01 02 03 10 9 8 7 6 5 4 3 2
Acquiring Editor: C. Deborah Laughton
Editorial Assistant: Eileen Carr
Production Editor: Sherrise M. Purdum
Production Assistant: Denise Santoyo
Typesetter/Designer: Andrea D. Swanson
When citing a university paper, please use the proper form. Remember to cite the current Sage University Paper series title and include the paper number. One of the following formats can be adapted (depending on the style manual used):
(1) Mooney, C. Z. (1997) Monte Carlo Simulation. Sage University Paper series on Quantitative Applications in the Social Sciences, 07-116. Thousand Oaks, CA: Sage.
OR
(2) Mooney, C. Z. (1997) Monte Carlo Simulation (Sage University Paper series on Quantitative Applications in the Social Sciences, series no.07-116). Thousand Oaks, CA: Sage.
Page iii
Contents
Acknowledgments
v
Series Editor's Introduction
vii
1. Introduction
1
Picture 4
1.1 The Monte Carlo Principle
3
2. Generating Individual Samples From a Pseudo-Population
5
Picture 5
2.1 Setting Up a Population Generating Computer Algorithm
5
Picture 6
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