02941oam 2200529I 450 991016388160332120230822000841.01-351-67840-X1-315-16588-01-4987-4825-210.1201/9781315165882(CKB)3710000001051157(MiAaPQ)EBC4799806(OCoLC)971613429(EXLCZ)99371000000105115720180420d20172016 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierMultilevel modeling using Mplus /by Holmes Finch and Jocelyn BolinFirst edition.Boca Raton, FL :CRC Press, an imprint of Chapman and Hall/CRC,[2017].©20161 online resource (336 pages)Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences1-138-46241-1 1-4987-4824-4 Includes bibliographical references at the end of each chapters and index.chapter 1 Linear Models -- chapter 2 An Introduction to Multilevel Data Structure -- chapter 3 Fitting Two-Level Models in Mplus -- chapter 4 Additional Issues in Fitting Two-Level Models -- chapter 5 Fitting Three-Level Models in Mplus -- chapter 6 Longitudinal Data Analysis Using Multilevel Models -- chapter 7 Brief Introduction to Generalized Linear Models -- chapter 8 Multilevel Generalized Linear Models (MGLMs) and Multilevel Survival Models -- chapter 9 Brief Review of Latent Variable Modeling in Mplus -- chapter 10 Multilevel Latent Variable Models in Mplus -- chapter 11 Bayesian Multilevel Modeling.This book isdesigned 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. The focusis on presenting the theory and practice of major multilevel modelling techniques in a variety of contexts, using Mplus as the software tool, and demonstrating the various functions available for these analyses in Mplus, which is widely used by researchers in various fields, including most of the social sciences. In particular, Mplus offers users a wide array of tools for latent variable modelling, including for multilevel data.Statistics in the social and behavioral sciences series.Multivariate analysisData processingMultilevel models (Statistics)Multivariate analysisData processing.Multilevel models (Statistics)519.53Finch Holmes1213677Bolin Jocelyn E.CRC Press.FlBoTFGFlBoTFGBOOK9910163881603321Multilevel modeling using Mplus2802919UNINA