Multilevel and Longitudinal Modeling Using Stata, Volume I: Continuous Responses, Third Edition

3rd Edition

Sophia Rabe-Hesketh, Anders Skrondal

Stata Press
Published April 2, 2012
Reference - 514 Pages
ISBN 9781597181037 - CAT# N10561

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Summary

Volume I is devoted to continuous Gaussian linear mixed models and has nine chapters. The chapters are organized in four parts. The first part provides a review of the methods of linear regression. The second part provides an in-depth coverage of the two-level models, the simplest extensions of a linear regression model. The mixed-model foundation and the in-depth coverage of the mixed-model principles provided in volume I for continuous outcomes, make it straightforward to transition to generalized linear mixed models for noncontinuous outcomes described in volume II.

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