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Multilevel Modeling : Quantitative Applications in the Social Sciences - Douglas A. Luke

Multilevel Modeling

Quantitative Applications in the Social Sciences

Paperback Published: 8th July 2004
ISBN: 9780761928799
Number Of Pages: 88

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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.

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
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9780761928799
ISBN-10: 0761928790
Series: Quantitative Applications in the Social Sciences
Audience: Tertiary; University or College
Format: Paperback
Language: English
Number Of Pages: 88
Published: 8th July 2004
Publisher: SAGE Publications Inc
Country of Publication: US
Dimensions (cm): 21.5 x 13.9  x 0.48
Weight (kg): 0.11