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Multilevel Analysis Techniques and Applications 3rd Edition by Joop J Hox,Mirjam Moerbeek,Rens Van De Schoot ISBN 1138121363 9781138121362

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Multilevel Analysis Techniques and Applications 3rd Edition Joop J. Hox Digital Instant Download

Author(s): Joop J. Hox, Mirjam Moerbeek, Rens Van De Schoot
ISBN(s): 9781138121362, 1138121363
Edition: 3rd
File Details: PDF, 4.95 MB
Year: 2017
Language: english
SKU: EB-7390054 Category: Tags: , ,

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:

  1. Introduction to Multilevel Analysis

  2. The Basic Two-Level Regression Model

  3. Estimation and Hypothesis Testing in Multilevel Regression

  4. Some Important Methodological and Statistical Issues

  5. Analyzing Longitudinal Data

  6. The Multilevel Generalized Linear Model for Dichotomous Data and Proportions

  7. The Multilevel Generalized Linear Model for Categorical and Count Data

  8. Multilevel Survival Analysis

  9. Cross-Classified Multilevel Models

  10. Multivariate Multilevel Regression Models

  11. The Multilevel Approach to Meta-Analysis

  12. Sample Sizes and Power Analysis in Multilevel Regression

  13. Assumptions and Robust Estimation Methods

  14. Multilevel Factor Models

  15. Multilevel Path Models

  16. Latent Curve Models

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Tags: Joop J Hox, Mirjam Moerbeek, Rens Van De Schoot, Multilevel Analysis, Techniques, Applications