Multilevel Analysis: Techniques and Applications, Third Edition

3rd Edition

Joop J. Hox, Mirjam Moerbeek, Rens van de Schoot

Routledge
Published September 14, 2017
Textbook - 348 Pages
ISBN 9781138121362 - CAT# Y206286
Series: Quantitative Methodology Series

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Summary

Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in nontechnical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines including psychology, education, public health, and sociology. Readers are introduced to a general framework on multilevel modeling which covers both observed and latent variables in the same model, while most other books focus on observed variables. In addition, Bayesian estimation is introduced and applied using accessible software.

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