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Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Modeling - Hardcover

Buch 9 von 45: Chapman & Hall/CRC Interdisciplinary Statistics

Anders Skrondal; Sophia Rabe-Hesketh

 
9781584880004: Generalized Latent Variable Modeling: Multilevel, Longitudinal and Structural Equation Modeling

Inhaltsangabe

Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Models 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 a wide range of estimation and prediction methods. Exciting, realistic applications demonstrate how latent variable modeling can be used to solve problems in areas as diverse as medicine, economics, and psychology. Numerous displays, figures, and graphs make the text vivid and easy to read.

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Anders Skrondal, Sophia Rabe-Hesketh

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