Applied latent class analysis / / edited by Jacques A. Hagenaars, Allan L. McCutcheon [[electronic resource]]

• Record Nr.: UNINA9910450089003321
• Pubbl/distr/stampa: Cambridge : , : Cambridge University Press, , 2002
• ISBN: 1-107-12755-6; 1-280-41726-9; 9786610417261; 1-139-14563-0; 0-511-18067-5; 0-511-06594-9; 0-511-05963-9; 0-511-32640-8; 0-511-49953-1; 0-511-06807-7
• Descrizione fisica: 1 online resource (xxii, 454 pages) : digital, PDF file(s)
• Disciplina: 519.5/35
• Soggetti: Latent structure analysis; Latent variables
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Title from publisher's bibliographic system (viewed on 05 Oct 2015).
• Nota di bibliografia: Includes bibliographical references and indexes.
• Nota di contenuto: 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.
• Sommario/riassunto: Applied Latent Class Analysis introduces several 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 contributed essays to this volume, each presenting a key innovation to the basic latent class model and illustrating how it can prove useful in situations typically encountered in actual research.