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Latent class and latent transition analysis : with applications in the social behavioral, and health sciences

Author: Linda M Collins; Stephanie T Lanza
Publisher: Hoboken, N.J. : Wiley, [2010] ©2010
Series: Wiley series in probability and statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"On a daily basis, researchers in the social, behavioral, and health sciences collect information and fit statistical models to the gathered empirical data with the goal of making significant advances in these fields. In many cases, it can be useful to identify latent, or unobserved, subgroups in a population, where individuals' subgroup membership is inferred from their responses on a set of observed variables.  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Collins, Linda M.
Latent class and latent transition analysis.
Hoboken, N.J. : Wiley, ©2010
(DLC) 2009025970
(OCoLC)401168852
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Linda M Collins; Stephanie T Lanza
ISBN: 9780470567326 0470567325 9780470567333 0470567333 9781282687158 1282687158
OCLC Number: 646068779
Description: 1 online resource (xxxiii, 285 pages) : illustrations.
Contents: pt. I. Fundamentals --
1. General Introduction --
2. latent class model --
3. relation between the latent variable and its indicators --
4. Parameter estimation and model selection --
pt. II. Advanced LCA --
5. Multiple-group LCA --
6. LCA with Covariates --
pt. III. Latent Class Models for Longitudinal Data --
7. RMLCA and LTA --
8. Multiple-Group LTA and LTA with Covariates.
Series Title: Wiley series in probability and statistics.
Responsibility: Linda M. Collins, Stephanie T. Lanza.

Abstract:

Focuses on latent class analysis (LCA) and latent transition analysis (LTA) with a comprehensive treatment of longitudinal latent class models. This book includes examples that enable the reader to  Read more...

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