Title: Latent Variable Models and Factor Analysis (Kendall's Library of Statistics)
Publisher: Hodder Education Publishers
Publication Date: 1999
Language: English
ISBN 10: 034069243X
ISBN 13: 9780340692431
Binding: paperback
Edition: 2nd Edition
Condition: Very Good

About this title

Synopsis

Latent variables, variables that cannot be observed directly, have numerous applications, particularly in psychometrics and sociology, and this new edition provides a comprehensive and unified treatment. Extensively revised and including much recent work, the book develops a framework for handling latent variables with standard statistical methods. It includes an introductory chapter, followed by a careful development of the General Linear Latent Variable Model (GLLVM). A large class of latent variable models turns out to be special cases of GLLVM, and the book devotes a number of chapters to specific models. The treatment aims to be mathematically complete and emphasizes questions of precision and goodness of fit. The book features numerous examples and concludes with a critique of some of the popular and widely used linear models.

About the Author

David Bartholomew is Professor of Statistics at the London School of Economics.

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