Multilevel analysis : techniques and applications /
Joop J. Hox
- 2nd ed.
- New York : Routledge, 2010
- x, 382 p. : ill ; 23 cm.
- Quantitative methodology series .
- Quantitative methodology series .
Includes bibliographical references and indexes
Introduction to multilevel analysis -- The basic two-level regression model -- Estimation and hypothesis testing in multilevel regression -- Some important methodological and statistical issues -- Analyzing longitudinal data -- The multilevel generalized linear model for dichotomous data and proportions -- The multilevel generalized linear model for categorical and count data -- Multilevel survival analysis -- Cross-classified multilevel models -- Multivariate multilevel regression models -- The multilevel approach to meta-analysis -- Sample sizes and power analysis in multilevel regression -- Advanced issues in estimation and testing -- Multilevel factor models -- Multilevel path models -- Latent curve models