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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.

Handbook of Structural Equation Modeling

2023-02-17 Business & Economics
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Release : 2023-02-17
Genre : Business & Economics
Kind : eBook
Book Rating : 649/5 ( reviews)

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Book Synopsis Handbook of Structural Equation Modeling by : Rick H. Hoyle

Download or read book Handbook of Structural Equation Modeling written by Rick H. Hoyle. This book was released on 2023-02-17. Available in PDF, EPUB and Kindle. Book excerpt: "This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results"--

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 Factor Analysis

2011-06-28 Mathematics
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Release : 2011-06-28
Genre : Mathematics
Kind : eBook
Book Rating : 708/5 ( reviews)

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Book Synopsis Latent Variable Models and Factor Analysis by : David J. Bartholomew

Download or read book Latent Variable Models and Factor Analysis written by David J. Bartholomew. This book was released on 2011-06-28. Available in PDF, EPUB and Kindle. Book excerpt: Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book: Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family. Presents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency. Includes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples. Looks at recent developments on goodness-of-fit test statistics and on non-linear models and models with mixed latent variables, both categorical and continuous. No prior acquaintance with latent variable modelling is pre-supposed but a broad understanding of statistical theory will make it easier to see the approach in its proper perspective. Applied statisticians, psychometricians, medical statisticians, biostatisticians, economists and social science researchers will benefit from this book.

Current Topics in the Theory and Application of Latent Variable Models

2013 Education
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Release : 2013
Genre : Education
Kind : eBook
Book Rating : 510/5 ( reviews)

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Book Synopsis Current Topics in the Theory and Application of Latent Variable Models by : Michael Charles Edwards

Download or read book Current Topics in the Theory and Application of Latent Variable Models written by Michael Charles Edwards. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2013. Routledge is an imprint of Taylor & Francis, an informa company.

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