Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Models

by Anders Skrondal and Sophia Rabe-Hesketh

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. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and...

• Format: Hardcover
• Language: English
• ISBN: 1584880007
• ISBN13: 9781584880004
• Release Date: May 2004
• Publisher: CRC Press
• Length: 522 Pages
• Weight: 1.95 lbs.
• Dimensions: 1.3" x 6.6" x 9.5"