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Multilevel analysis : techniques and applications /

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Bibliographic Details
Main Author: Hox, J. J.
Format: Book
Language:English
Published: New York : Routledge, 2010.
Edition:2nd ed.
Series:Quantitative methodology series.
Subjects:
Social sciences > Statistical methods.
Analysis of variance.
Regression analysis.
Table of Contents:
  • 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.