Generalized Latent Variable Modeling Multilevel, Longitudinal, and Structural Equation Models |
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Author:
| Skrondal, Anders Rabe-Hesketh, Sophia |
Series title: | Chapman and Hall/CRC Interdisciplinary Statistics Ser. |
ISBN: | 978-0-203-48943-7 |
Publication Date: | May 2004 |
Publisher: | CRC Press LLC
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Imprint: | Chapman & Hall/CRC |
Book Format: | Digital (delivered electronically) |
List Price: | USD $120.00USD $600.00USD $600.00 |
Book Description:
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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,...
More Description
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.