Multilevel Modeling Using Mplus (Chapman & Hall/Crc Statistics In The Social And Behavioral Sciences)

Fitting SEM by Using Mplus -- Growth Curve Models -- Fitting GCM by Using Mplus -- Item Response Theory -- Fitting IRT Models by Using Mplus -- Mixture Models -- Latent Class Models -- Fitting LCA by Using Mplus -- Summary -- 10: Multilevel Latent Variable Models in Mplus -- Multilevel Factor Analysis -- Fitting a Multilevel EFA Model by Using Mplus -- Fitting a Multilevel CFA Model by Using Mplus -- Estimating the Proportion of Variance Associated with Each Level of the Data -- Multilevel Structural Equation Modeling -- Fitting Multilevel SEM by Using Mplus -- Random Coefficient SEM -- Multilevel Growth Curve Models -- Multilevel Item Response Theory (IRT) Models -- Fitting a Multilevel IRT Model by Using Mplus -- Multilevel Latent Class Models -- Estimating MLCA in Mplus -- Summary -- 11: Bayesian Multilevel Modeling -- Mplus Multilevel Modeling for a Normally Distributed Response Variable -- Including Level 2 Predictors with MCMCglmm -- User Defined Priors -- Bayesian Estimation for a Dichotomous-Dependent Variable -- Summary -- Appendix: A Brief Introduction to Mplus -- References -- Index

• | Author: Holmes Finch|Jocelyn E. Bolin
• | Publisher: Chapman and Hall/CRC
• | Publication Date: Dec 22, 2016
• | Number of Pages: 336 pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 1498748244
• | ISBN-13: 9781498748247