Multilevel Modeling Using Mplus

ISBN-13: 9781138462410 / Angielski / Twarda / 2017

Finch, Holmes

Opis

Designed primarily for upper level undergraduate and graduate level students taking a course in multilevel modelling and/or statistical modelling with a large multilevel modelling component. Presents the theory and practice of major multilevel modelling techniques using Mplus as the software tool.

Spis treści

Linear Models. An Introduction to Multilevel Data Structure. Fitting 2-level Models. Additional issues in fitting 2-level models. 3 Level and Higher Models. Longitudinal Data Analysis using Multilevel Models. Brief Introduction to Generalized Linear Models. Multilevel Generalized Linear Models (MGLM) and Multilevel Survival Models. Brief review of latent variable modeling in Mplus. Multilevel latent variable models in Mplus. Bayesian Multilevel Modeling. Appendix: An Introduction to MPlus.