Applied latent class analysis /

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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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Hagenaars, Jacques A., McCutcheon, Allan L., 1950-2016
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge ; New York : Cambridge University Press, 2002.
Temas:
Latent structure analysis.
Latent variables.
Statistics
Analyse de structure latente.
Variables latentes.
MATHEMATICS > Probability & Statistics > Multivariate Analysis.
Latent structure analysis
Latent variables
Aufsatzsammlung
Latent-Class-Analyse
Klassen (wiskunde)
Latente variabelen.
Multivariate analyse.
Variable latente.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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