Multilevel analysis : techniques and applications /
Hox, J. J.
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
9781848728455 (hardback : alk. paper) 184872845X (hardback : alk. paper) 9781848728462 (pbk. : alk. paper) 1848728468 (pbk. : alk. paper) 9780203852279 (electronic book) 0203852273 (electronic book)
Social sciences--Statistical methods
Analysis of variance
Regression analysis
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
9781848728455 (hardback : alk. paper) 184872845X (hardback : alk. paper) 9781848728462 (pbk. : alk. paper) 1848728468 (pbk. : alk. paper) 9780203852279 (electronic book) 0203852273 (electronic book)
Social sciences--Statistical methods
Analysis of variance
Regression analysis