Applied Latent Class Analysis 1st Edition by Jacques A Hagenaars , Allan L McCutcheon ISBN 052110405X 978-0521104050

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Product details: 

ISBN 10: 052110405X

ISBN 13: 978-0521104050

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.

Table of contents: 

• Introduction

Part 1: Latent Class Analysis and Its Empirical Study

• 1. Latent Class Analysis: The Empirical Study of Latent Types, Latent Variables, and Latent Structures
  By Leo A. Goodman

• 2. Basic Concepts and Procedures in Single- and Multiple-Group Latent Class Analysis
  By Allan L. McCutcheon

Classification and Measurement

• 3. Latent Class Cluster Analysis
  By Jeroen K. Vermunt, Jay Magidson

• 4. Some Examples of Latent Budget Analysis and Its Extensions
  By Peter G. M. van der Heijden, L. Andries van der Ark, Ab Mooijaart

• 5. Ordering the Classes
  By Marcel Croon

• 6. Comparison and Choice: Analyzing Discrete Preference Data by Latent Class Scaling Models
  By Ulf Böckenholt

• 7. Three-Parameter Linear Logistic Latent Class Analysis
  By Anton K. Formann, Thomas Kohlmann

Part 2: Causal Analysis and Dynamic Models

• 8. Use of Categorical and Continuous Covariates in Latent Class Analysis
  By C. Mitchell Dayton, George B. Macready

• 9. Directed Loglinear Modeling with Latent Variables: Causal Models for Categorical Data with Nonsystematic and Systematic Measurement Errors
  By Jacques A. Hagenaars

• 10. Latent Class Models for Longitudinal Data
  By Linda M. Collins, Brian P. Flaherty

• 11. Latent Markov Chains
  By Rolf Langeheine, Frank van de Pol

Part 3: Unobserved Heterogeneity and Nonresponse

• 12. A Latent Class Approach to Measuring the Fit of a Statistical Model
  By Tamás Rudas

• 13. Mixture Regression Models
  By Michel Wedel, Wayne S. DeSarbo

• 14. A General Latent Class Approach to Unobserved Heterogeneity in the Analysis of Event History Data
  By Jeroen K. Vermunt

• 15. Latent Class Models for Contingency Tables with Missing Data
  By Christopher Winship, Robert D. Mare, John Robert Warren

Appendices

• Appendix A: Notational Conventions

• Appendix B: Further Readings

• Appendix C: Selected Software; Webpage

Index

• Index

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Tags: Jacques A Hagenaars, Allan L McCutcheon, Applied Latent, Class Analysis