Multilevel Analysis: Techniques and Applications

Voorkant
Routledge, 2002 - 320 pagina's
An introductory level bk for applied researchers. It assumes that readers have a basic knowledge of social science statistics, including analysis of variance & multiple regression. The book has been used in several multilevel courses including one at the
 

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Inhoudsopgave

1 Introduction to Multilevel Analysis
1
Introduction
10
3 Estimation and Hypothesis Testing in Multilevel Regression
34
4 Some Important Methodological and Statistical Issues
45
5 Analyzing Longitudinal Data
66
6 The Logistic Model for Dichotomous Data and Proportions
93
7 CrossClassified Multilevel Models
112
8 The Multilevel Approach to MetaAnalysis
126
11 Advanced Methods for Estimation and Testing
179
12 Multilevel Factor Models
204
13 Multilevel Path Models
227
14 Latent Curve Models
238
Data and Stories
249
References
254
Author Index
272
Subject Index
282

9 Multivariate Multilevel Regression Models
142
10 Sample Sizes and Power Analysis in Multilevel Regression
157

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