Multilevel Analysis Techniques and Applications 3rd Edition by Joop J. Hox, Mirjam Moerbeek, Rens Van De Schoot – Ebook PDF Instant Download/Delivery: 1138121363, 9781138121362
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Product details:
ISBN 10: 1138121363
ISBN 13: 9781138121362
Author: Joop J. Hox, Mirjam Moerbeek, Rens Van De Schoot
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.
Table of contents:
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Introduction to Multilevel Analysis
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The Basic Two-Level Regression Model
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Estimation and Hypothesis Testing in Multilevel Regression
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Some Important Methodological and Statistical Issues
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Analyzing Longitudinal Data
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The Multilevel Generalized Linear Model for Dichotomous Data and Proportions
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The Multilevel Generalized Linear Model for Categorical and Count Data
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Multilevel Survival Analysis
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Cross-Classified Multilevel Models
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Multivariate Multilevel Regression Models
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The Multilevel Approach to Meta-Analysis
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Sample Sizes and Power Analysis in Multilevel Regression
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Assumptions and Robust Estimation Methods
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Multilevel Factor Models
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Multilevel Path Models
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Latent Curve Models
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Tags: Joop J Hox, Mirjam Moerbeek, Rens Van De Schoot, Multilevel Analysis, Techniques, Applications


