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Latent Variable Models and Factor Analysis: A Unified Approach by Martin Knott, Irini Moustaki, David J. Bartholomew (Hardcover, 2011)

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Product Information

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.

Product Identifiers

Publisher
John Wiley & Sons Inc
ISBN-13
9780470971925
eBay Product ID (ePID)
108570565

Product Key Features

Author
Martin Knott, Irini Moustaki, David J. Bartholomew
Publication Name
Latent Variable Models and Factor Analysis: a Unified Approach
Format
Hardcover
Language
English
Subject
Mathematics
Publication Year
2011
Type
Textbook
Number of Pages
294 Pages

Dimensions

Item Height
236mm
Item Width
153mm
Item Weight
582g

Additional Product Features

Title_Author
Martin Knott, David J. Bartholomew, Irini Moustaki
Series Title
Wiley Series in Probability and Statistics
Country/Region of Manufacture
United States

All listings for this product

item 1 Latent Variable Models and Factor Analysis: A Unified Approach (Wiley Series
AU $138.00
Free postage
item 2 Latent Variable Models and Factor Analysis: A Unified Approach (Wiley Series
AU $144.00
Free postage
item 3 Latent Variable Models and Factor Analysis: A Unified Approach by David J. Barth
AU $144.24
Free postage
item 4 David J. Bartholomew Irini Moustaki M Latent Variable Models and Fact (Hardback)
AU $167.94
Free postage

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Picture 1 of 1

Latent Variable Models and Factor Analysis: A Unified Approach by Martin Knott, Irini Moustaki, David J. Bartholomew (Hardcover, 2011)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Latent Variable Models and Factor Analysis: A Unified Approach (Wiley Series

item 2 Latent Variable Models and Factor Analysis: A Unified Approach (Wiley Series

item 3 Latent Variable Models and Factor Analysis: A Unified Approach by David J. Barth

item 4 David J. Bartholomew Irini Moustaki M Latent Variable Models and Fact (Hardback)

Best Selling in Adult Learning & University

1871-2021 History Debunked: How Wars and the Scapegoat for Zionism Were Created by Rowald Holt (Paperback, 2020)

Doug Stone's Gold Atlas of Victoria by Douglas M. Stone (Spiral Bound, 2011)

Australian Master Bookkeepers Guide - 8th Edition by Stephen J Marsden (Paperback, 2020)

The Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by Adam Grubb, Annie Raser-Rowland (2012, Paperback)

Sapiens: A Brief History of Humankind by Yuval Noah Harari (Paperback, 2015)

The Ethnic Cleansing of Palestine by Ilan Pappe (Paperback, 2007)

Reinforced Concrete Basics: Analysis and Design of Reinforced Concrete Structures by Robert Warner, Stephen Foster, Andrew Kilpatrick (Paperback, 2021)

Save on Adult Learning & University

Weed Forager's Handbook: A Guide to Edible and Medicinal Weeds in Australia by A

Essential Enrolled Nursing Skills for Person-Centred Care WorkBook

The Ethnic Cleansing of Palestine by Ilan Pappe (English) Paperback Book

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Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual

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