Title: An Introduction to Latent Variable Models (Monographs on Statistics and Applied Probability)
Publisher: Springer
Publication Date: 2011
Language: English
ISBN 10: 940108954X
ISBN 13: 9789401089548
Binding: Soft cover
Condition: New

About this title

Synopsis

Latent variable models are used in many areas of the social and behavioural sciences, and the increasing availability of computer packages for fitting such models is likely to increase their popularity. This book attempts to introduce such models to applied statisticians and research workers interested in exploring the structure of covari� ance and correlation matrices in terms of a small number of unob� servable constructs. The emphasis is on the practical application of the procedures rather than on detailed discussion of their mathe� matical and statistical properties. It is assumed that the reader is familiar with the most commonly used statistical concepts and methods, particularly regression, and also has a fair knowledge of matrix algebra. My thanks are due to my colleagues Dr David Hand and Dr Graham Dunn for helpful comments on the book, to Mrs Bertha Lakey for her careful typing of a difficult manuscript and to Peter Cuttance for assistance with the LlSREL package. In addition the text clearly owes a great deal to the work on structural equation models published by Karl Joreskog, Dag Sorbom, Peter Bentler, Michael Browne and others.

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