Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Models by Sophia Rabe-Hesketh, Anders Skrondal (Hardback, 2004)

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This book unifies and extends latent 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.