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E-book

Title Applied latent class analysis / edited by Jacques A. Hagenaars, Allan L. McCutcheon
Published Cambridge ; New York : Cambridge University Press, 2002

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Description 1 online resource (xxii, 454 pages) : illustrations
Contents Preface / Jacques A. Hagenaars and Allan L. McCutcheon -- 1. Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures / Leo A. Goodman -- 2. Basic Concepts and Procedures in Single- and Multiple-Group Latent Class Analysis / Allan L. McCutcheon -- 3. Latent Class Cluster Analysis / Jeroen K. Vermunt and Jay Magidson -- 4. Some Examples of Latent Budget Analysis and Its Extensions / Peter G.M. van der Heijden, L. Andries van der Ark and Ab Mooijaart -- 5. Ordering the Classes / Marcel Croon -- 6. Comparison and Choice: Analyzing Discrete Preference Data by Latent Class Scaling Models / Ulf Bockenholt -- 7. Three-Parameter Linear Logistic Latent Class Analysis / Anton K. Formann and Thomas Kohlmann -- 8. Use of Categorical and Continuous Covariates in Latent Class Analysis / C. Mitchell Dayton and George B. Macready -- 9. Directed Loglinear Modeling with Latent Variables: Causal Models for Categorical Data with Nonsystematic and Systematic Measurement Errors / Jacques A. Hagenaars -- 10. Latent Class Models for Longitudinal Data / Linda M. Collins and Brian P. Flaherty -- 11. Latent Markov Chains / Rolf Langeheine and Frank van de Pol -- 12. A Latent Class Approach to Measuring the Fit of a Statistical Model / Tamas Rudas -- 13. Mixture Regression Models / Michel Wedel and Wayne S. DeSarbo -- 14. A General Latent Class Approach to Unobserved Heterogeneity in the Analysis of Event History Data / Jeroen K. Vermunt -- 15. Latent Class Models for Contingency Tables with Missing Data / Christopher Winship, Robert D. Mare and John Robert Warren
Summary Applied Latent Class Analysis introduces several recent innovations in latent class analysis to a wider audience of researchers. Many of the world's leading innovators in the field of latent class analysis have contributed essays to this volume, each presenting a key innovation to the basic LCM
Bibliography Includes bibliographical references and indexes
Notes English
Print version record
Subject Latent structure analysis.
Latent variables.
Statistics
MATHEMATICS -- Probability & Statistics -- Multivariate Analysis.
Latent structure analysis
Latent variables
Aufsatzsammlung
Latent-Class-Analyse
Klassen (wiskunde)
Latente variabelen.
Multivariate analyse.
Analyse de structure latente.
Variable latente.
Form Electronic book
Author Hagenaars, Jacques A
McCutcheon, Allan L., 1950-2016
ISBN 0511065949
9780511065941
0511068077
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9780511059636
9780511499531
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9781280417269
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9780521594516
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9781107127555
9786610417261
6610417261
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9781139145633
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9780511180675
0511326408
9780511326400