Latent variable models and factor analysis : a unified approach.

• Κύριος συγγραφέας: Bartholomew, David J.
• Άλλοι συγγραφείς: Knott, M. (Martin), Moustaki, Irini
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, 2011.
• Έκδοση: 3rd ed. /
• Σειρά: Wiley series in probability and statistics.
• Θέματα: Latent variables.; Latent structure analysis.; Factor analysis.; MATHEMATICS > Probability & Statistics > Multivariate Analysis.; Electronic books.

Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples....

Πίνακας περιεχομένων:

• Front matter
• Basic ideas and examples
• The general linear latent variable model
• The normal linear factor model
• Binary data : latent trait models
• Polytomous data : latent trait models
• Latent class models
• Models and methods for manifest variables of mixed type
• Relationships between latent variables
• Related techniques for investigating dependency
• Software appendix
• References
• Author index
• Subject index.