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Collins, Linda M.

Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences

Collins, Linda M. - Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences, ebook

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ISBN: 9781118210765
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One of the few books on latent class analysis (LCA) and latent transition analysis (LTA) with a comprehensive treatment of longitudinal latent class models, Latent Class and Latent Transition Analysis reflects improvements in statistical computing as the most up-to-date reference for theoretical, technical, and practical issues in cross-sectional and longitudinal data. Plentiful examples enable the reader to acquire a thorough conceptual and technical understanding and to apply techniques to address empirical research questions. Researchers seeking an advanced introduction to LCA and LTA and graduate students will benefit from this text.

Keywords: latent transition analysis, LCA, LTA, latent class models, longitudinal data, longitudinal models, cross-sectional data, statistical computing, categorical data, multivariate categorical data

Author(s)
 
Publisher
John Wiley and Sons, Inc.
Publication year
2010
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Page amount
320 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781118210765
Printed ISBN
9780470228395

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