| 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.
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Latent variables.
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Statistics
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MATHEMATICS -- Probability & Statistics -- Multivariate Analysis.
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Latent structure analysis.
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Latent variables.
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Aufsatzsammlung
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Latent-Class-Analyse
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Klassen (wiskunde)
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Latente variabelen.
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Multivariate analyse.
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Analyse de structure latente.
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Variable latente.
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| Form |
Electronic book
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| Author |
Hagenaars, Jacques A
|
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McCutcheon, Allan L., 1950-2016
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| ISBN |
0511065949 |
|
9780511065941 |
|
0511068077 |
|
9780511068072 |
|
0511059639 |
|
9780511059636 |
|
9780511499531 |
|
0511499531 |
|
1280417269 |
|
9781280417269 |
|
0521594510 |
|
9780521594516 |
|
1107127556 |
|
9781107127555 |
|
9786610417261 |
|
6610417261 |
|
1139145630 |
|
9781139145633 |
|
0511180675 |
|
9780511180675 |
|
0511326408 |
|
9780511326400 |
|
