Multilevel modeling

    • Luke, Douglas A.

著者

    • Luke, Douglas A.

書誌事項

Multilevel modeling

Douglas A. Luke

(Sage university papers series, . Quantitative applications in the social sciences ; no. 07-143)

Sage, c2004

  • : pbk

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注記

Includes bibliographical references (p. 75-78)

内容説明・目次

内容説明

Taking a practical, hands-on approach to multilevel modeling, this book provides readers with an accessible and concise introduction to HLM and how to use the technique to build models for hierarchical and longitudinal data. Each section of the book answers a basic question about multilevel modeling, such as, "How do you determine how well the model fits the data?" After reading this book, readers will understand research design issues associated with multilevel models, be able to accurately interpret the results of multilevel analyses, and build simple cross-sectional and longitudinal multilevel models.

目次

Series Editor's Introduction - Michael Lewis-Beck The Need for Multilevel Modeling Theoretical reasons for multilevel models Statistical reasons for multilevel models Scope of Book Basic Multilevel Modeling The basic two-level multilevel model How to build and evaluate a multilevel model Extending the Basic Multilevel Model Using generalized multilevel modeling Three-level models Longitudinal data as hierarchical: Time nested within person Appendices Datasets and other support materials Software Other Resources References About the Author

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