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Handbook of Statistical Modeling for the Social and Behavioral Sciences

  • Book
  • © 1995

Overview

Editors:
  1. Gerhard Arminger

    1. Department of Economics, Bergische Universität-GH Wuppertal, Wuppertal, Germany

  2. Clifford C. Clogg

    1. Department of Sociology and Department of Statistics, Late of Pennsylvania State University, University Park, USA

  3. Michael E. Sobel

    1. Department of Sociology, University of Arizona, Tucson, USA

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About this book

Contributors thoroughly survey the most important statistical models used in empirical reserch in the social and behavioral sciences. Following a common format, each chapter introduces a model, illustrates the types of problems and data for which the model is best used, provides numerous examples that draw upon familiar models or procedures, and includes material on software that can be used to estimate the models studied. This handbook will aid researchers, methodologists, graduate students, and statisticians to understand and resolve common modeling problems.

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Table of contents (10 chapters)

  1. Front Matter

    Pages i-xxi
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  2. Causal Inference in the Social and Behavioral Sciences

    • Michael E. Sobel
    Pages 1-38

  3. Missing Data

    • Roderick J. A. Little, Nathaniel Schenker
    Pages 39-75

  4. Specification and Estimation of Mean Structures: Regression Models

    • Gerhard Arminger
    Pages 77-183

  5. Specification and Estimation of Mean- and Covariance-Structure Models

    • Michael W. Browne, Gerhard Arminger
    Pages 185-249

  6. The Analysis of Contingency Tables

    • Michael E. Sobel
    Pages 251-310

  7. Latent Class Models

    • Clifford C. Clogg
    Pages 311-359

  8. Panel Analysis for Metric Data

    • Cheng Hsiao
    Pages 361-400

  9. Panel Analysis for Qualitative Variables

    • Alfred Hamerle, Gerd Ronning
    Pages 401-451

  10. Analysis of Event Histories

    • Trond Petersen
    Pages 453-517

  11. Random Coefficient Models

    • Nicholas T. Longford
    Pages 519-570

  12. Back Matter

    Pages 571-592
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Editors and Affiliations

  • Department of Economics, Bergische Universität-GH Wuppertal, Wuppertal, Germany

    Gerhard Arminger

  • Department of Sociology and Department of Statistics, Late of Pennsylvania State University, University Park, USA

    Clifford C. Clogg

  • Department of Sociology, University of Arizona, Tucson, USA

    Michael E. Sobel

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Bibliographic Information

  • Book Title: Handbook of Statistical Modeling for the Social and Behavioral Sciences

  • Editors: Gerhard Arminger, Clifford C. Clogg, Michael E. Sobel

  • DOI: https://doi.org/10.1007/978-1-4899-1292-3

  • Publisher: Springer New York, NY

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer Science+Business Media New York 1995

  • Hardcover ISBN: 978-0-306-44805-8Published: 30 November 1994

  • Softcover ISBN: 978-1-4899-1294-7Published: 30 May 2013

  • eBook ISBN: 978-1-4899-1292-3Published: 29 June 2013

  • Edition Number: 1

  • Number of Pages: XXII, 592

  • Topics: Psychology, general, Statistics, general

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