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Titlebook: An Introduction to Latent Variable Models; B. S. Everitt Book 1984 B. S. Everitt 1984 Parameter.factor analysis.latent variable.latent var

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期刊全称An Introduction to Latent Variable Models
影响因子2023B. S. Everitt
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学科分类Monographs on Statistics and Applied Probability
图书封面Titlebook: An Introduction to Latent Variable Models;  B. S. Everitt Book 1984 B. S. Everitt 1984 Parameter.factor analysis.latent variable.latent var
影响因子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.
Pindex Book 1984
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https://doi.org/10.1007/978-94-009-5564-6Parameter; factor analysis; latent variable; latent variable model
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Some final comments,In this final chapter a number of general topics concerning latent variable models will be discussed, beginning with a further discussion of the assessment of fit of such models.
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