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

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Last updated on 01 May, 2024 03:59:32 AESTView all revisionsView all revisions

Item specifics

Condition
Brand new: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
ISBN-13
9780470971925
Book Title
Latent Variable Models and Factor Analysis
ISBN
9780470971925
Publication Year
2011
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Latent Variable Models and Factor Analysis: a Unified Approach
Item Height
236mm
Author
Martin Knott, Irini Moustaki, David J. Bartholomew
Publisher
John Wiley & Sons Inc
Item Width
153mm
Subject
Mathematics
Item Weight
582g
Number of Pages
294 Pages

About this product

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

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Business seller information

Value Added Tax number:
  • AU 82107909133
  • GB 293967539
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