Applied Latent Class Analysis

Table of Contents

Preface Jacques A. Hagenaars and Allan L. McCutcheon
Part I. Introduction:
1. Latent class analysis Leo A. Goodman
2. Basic concepts and procedures in singe- and multiple-group latent class analysis Allan L. McCutcheon
Part II. Classification and Measurement:
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 Ulf Bockenholt
7. Three-parameter linear logistic latent class analysis Anton K. Formann and Thomas Kohlmann
Part III. 8. Use of categorical and continuous covariates in latent class analysis C. Mitchell Dayton and George B. Macready
9. Directed loglinear modelling with latent variables 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
Part IV. Unobserved heterogeneity and non-response:
12. A latent class approach to measuring the fit of a statistical model Tamas Rudas
13. Mixture regression models Michael 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
Appendices
Index.

Look Inside

• Front Matter (236 KB)
• Table of Contents (64 KB)
• Marketing Excerpt (157 KB)
• Index (145 KB)
• Marketing Sample (162 KB)
• Copyright Information Page (70 KB)