Multilevel Modeling

ISBN-10: 0761928790
ISBN-13: 9780761928799
Edition: 2004
Authors: Douglas A. Luke
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Description: A practical introduction to multi-level modelling, this book offers an introduction to HLM & illustrations of how to use this technique to build models for hierarchical & longitudinal data.

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Book details

Copyright year: 2004
Publisher: SAGE Publications, Incorporated
Publication date: 7/8/2004
Binding: Paperback
Pages: 88
Size: 5.50" wide x 8.50" long x 0.25" tall
Weight: 0.242
Language: English

A practical introduction to multi-level modelling, this book offers an introduction to HLM & illustrations of how to use this technique to build models for hierarchical & longitudinal data.

Douglas A. Luke is currently an associate professor of community health at St. Louis University , School of Public Health , where he is serving as chair of the biostatistics division.   In 1990 he received his Ph.D. in clinical/community psychology with a minor in quantitative psychology from the University of Illinois .   While at the University of Illinois , he studied under a number or notable quantitative scientists and authors, including Phipps Arabie (co-author of Three-way Scaling & Clustering ), Stanley Wasserman (editor of Advances in Social Network Analysis), Larry Jones, Larry Hubert, and Ledyard Tucker.   His 1991 article, Expanding Behavior Setting Theory: Setting Phenotypes in a Mutual Help Organization, was recently selected as one of the ten most influential methodology articles published in the first 25 years of the American Journal of Psychology.

Series Editor's Introduction
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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