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Latent Variable and Latent Structure Models

2014-04-04 Psychology
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Release : 2014-04-04
Genre : Psychology
Kind : eBook
Book Rating : 653/5 ( reviews)

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Book Synopsis Latent Variable and Latent Structure Models by : George A. Marcoulides

Download or read book Latent Variable and Latent Structure Models written by George A. Marcoulides. This book was released on 2014-04-04. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume features cutting-edge topics from the leading researchers in the areas of latent variable modeling. Content highlights include coverage of approaches dealing with missing values, semi-parametric estimation, robust analysis, hierarchical data, factor scores, multi-group analysis, and model testing. New methodological topics are illustrated with real applications. The material presented brings together two traditions: psychometrics and structural equation modeling. Latent Variable and Latent Structure Models' thought-provoking chapters from the leading researchers in the area will help to stimulate ideas for further research for many years to come. This volume will be of interest to researchers and practitioners from a wide variety of disciplines, including biology, business, economics, education, medicine, psychology, sociology, and other social and behavioral sciences. A working knowledge of basic multivariate statistics and measurement theory is assumed.

An Introduction to Latent Variable Models

2013-03-07 Science
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Release : 2013-03-07
Genre : Science
Kind : eBook
Book Rating : 642/5 ( reviews)

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Book Synopsis An Introduction to Latent Variable Models by : B. Everett

Download or read book An Introduction to Latent Variable Models written by B. Everett. This book was released on 2013-03-07. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook of Latent Variable and Related Models

2011-08-11 Mathematics
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Release : 2011-08-11
Genre : Mathematics
Kind : eBook
Book Rating : 269/5 ( reviews)

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Book Synopsis Handbook of Latent Variable and Related Models by :

Download or read book Handbook of Latent Variable and Related Models written by . This book was released on 2011-08-11. Available in PDF, EPUB and Kindle. Book excerpt: This Handbook covers latent variable models, which are a flexible class of models for modeling multivariate data to explore relationships among observed and latent variables. - Covers a wide class of important models - Models and statistical methods described provide tools for analyzing a wide spectrum of complicated data - Includes illustrative examples with real data sets from business, education, medicine, public health and sociology. - Demonstrates the use of a wide variety of statistical, computational, and mathematical techniques.

Generalized Latent Variable Modeling

2004-05-11 Mathematics
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Release : 2004-05-11
Genre : Mathematics
Kind : eBook
Book Rating : 438/5 ( reviews)

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Book Synopsis Generalized Latent Variable Modeling by : Anders Skrondal

Download or read book Generalized Latent Variable Modeling written by Anders Skrondal. This book was released on 2004-05-11. Available in PDF, EPUB and Kindle. Book excerpt: This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wi

Latent Variable Models and Latent Structure Models

2002
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Release : 2002
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Latent Variable Models and Latent Structure Models by : George A. Marcoulides

Download or read book Latent Variable Models and Latent Structure Models written by George A. Marcoulides. This book was released on 2002. Available in PDF, EPUB and Kindle. Book excerpt:

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