Multilevel Statistical Models 3e / Edition 3

Multilevel Statistical Models 3e / Edition 3

by Harvey Goldstein
     
 

ISBN-10: 0340806559

ISBN-13: 9780340806555

Pub. Date: 05/01/2003

Publisher: Wiley

This new edition of this classic incorporates the most recent thinking on methodology and software, as well as the latest literature on multilevel statistical models. Topics covered by multilevel models have increased in recent years, and the methods are widely applied in the social sciences as well as in areas such as epidemiology, geography, education, surveys,

Overview

This new edition of this classic incorporates the most recent thinking on methodology and software, as well as the latest literature on multilevel statistical models. Topics covered by multilevel models have increased in recent years, and the methods are widely applied in the social sciences as well as in areas such as epidemiology, geography, education, surveys, and medicine. This third edition includes chapters on meta analysis, factor analysis and structural equation models, and has expanded sections on MCMC methods.

Product Details

ISBN-13:
9780340806555
Publisher:
Wiley
Publication date:
05/01/2003
Series:
Kendall's Library of Statistics
Edition description:
REV
Pages:
272
Product dimensions:
6.46(w) x 9.53(h) x 0.83(d)

Table of Contents

1. An introduction to multilevel models.

2. The basic two-level model.

3. Three-level models and more complex hierarchical.

4. Multilevel models for discrete response data.

5. Models for repeated measures data.

6. Multivariate multilevel data.

7. Multilevel factor analysis and structural equation.

8. Nonlinear multilevel models.

9. Multilevel modelling in sample surveys.

10. Multilvel event history models.

11. Cross-classified data structures.

12. Multiple membership models.

13. Measurement errors in multilevel models.

14. Missing data in multilevel models.

15. Software for multilevel modelling.

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