 |
|
Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Model
Anders Skrondal
Hardcover. Chapman and Hall/CRC 2004-05-06.
ISBN 9781584880004
|
|
|
|
Buy from Amazon.co.uk
|
Publisher description
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, a wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and statistics are explained and contrasted in a simple way. Exciting and realistic applications demonstrate how researchers can use latent variable modeling to solve concrete problems in areas as diverse as medicine, economics, and psychology. Many nonstandard response types are considered including ordinal, nominal, count, and survival data. Joint modeling of mixed responses such as survival and longitudinal data is also illustrated. Numerous displays, figures, and graphs make the text vivid and easy to read
More books by Anders Skrondal
Similar books
Rate the book
Write a review and share your opinion with others. Try to focus on the content of the book. Read our instructions for further information.
Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Model
Book reviews » Generalized Latent Variable Modeling: Multilevel, Longitudinal, and Structural Equation Model
|
|
 |
|
|
|
|
