2005 generalized latent variable modeling multilevel longitudinal and structural equation models journal of the american statistical association vol 100 no . Generalized latent variable modeling multilevel longitudinal and structural equation models anders skrondal sophia rabe hesketh contents 1 general model framework v by ning sun and hongyu zhao 11 introduction v 12 methods vi 121 model specification vii 122 mcmc algorithm for statistical inference x 123 data analysis and simulation set up xi 13 simulation results xii 131 . Generalized latent variable modeling multilevel longitudinal and structural equation models anders skrondal sophia rabe hesketh contents 1 modelling different 1 by alexander james dumasian 11 introduction 1 12 generalized linear models 1 121 conventional generalized linear models 1 122 extensions of generalized linear models 4 modeling heteroscedasticity 4 models for ordinal . Download citation on may 11 2004 anders skrondal and others published generalized latent variable modeling multilevel longitudinal and structural equation models find read and cite all