Latent Variable Models and Factor Analysis (Statistical Monograph)

Type

Book

Authors

Bartholomew ( Bartholomew, David J. )

ISBN 10

0852642806

ISBN 13

9780852642801

Tags

Probability & Statistics, Statistics

Description

Latent variable models comprise an important branch of multivariate analysis. In particular, they are used to create a framework for reducing data from large scale statistical enquiries to manageable proportions. Factor analysis, a key latent variable model, has been effectively applied to problems in sociology, geology, chemistry, and psychology. This book provides a latent-variable framework for psychometricians and statisticians in their specification and use of suitable research models. Several chapters explore fields where the data are categorical and the latent variables are metrical. - from Amzon

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