Latent Variable Models and Factor Analysis (Griffin's Statistical Monographs and Courses)
ISBN-10:
0195206150
ISBN-13:
9780195206159
Author(s): Stuart, Alan; Bartholomew, D.J.
Edition: First Edition
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.
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