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Status:
Available4.6
26 reviewsISBN-10 : 0521594510
ISBN-13 : 9780511065941
Author: Jacques A. Hagenaars, Allan L. McCutcheon
This study 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 the volume, each presenting a key innovation to the basic LCM and illustrating how it can prove useful in situations typically encountered in actual research.
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 Böckenholt
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
Tamás 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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Tags: Applied Latent, Class Analysis, Jacques Hagenaars, Allan McCutcheon