Generalized Latent Variable Modeling - Skrondal, Anders a Rabe-Hesketh, Sophia

Discusses variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. This work explains a range of estimation and prediction methods from biostatistics, psychometrics, econometrics and statistics.