Non-Fiction Books:

Multilevel Modeling

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Multilevel Modeling by Douglas A. Luke
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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.

Author Biography

Douglas A. Luke is currently a Professor at Washington University, George Warren Brown School of Social Work. He directs the Center for Tobacco Policy Research, has led the doctoral program at St. Louis University School of Public Health, and has long served on the key community health behavior study decision at the National Institute of Health. 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.
Release date NZ
August 31st, 2004
Country of Publication
United States
SAGE Publications Inc
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