Advances in latent variable mixture models /

Advances in latent variable mixture models /

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Bibliographic Details
Imprint:Charlotte, NC : Information Age Pub., ©2008.
Description:1 online resource (xi, 370 pages) : illustrations.
Language:English
Series:The CILVR series on latent variable methodology
CILVR series on latent variable methodology.
Subject:
Latent structure analysis.
Latent variables.
Mixture distributions (Probability theory)
Latent structure analysis.
Latent variables.
Mixture distributions (Probability theory)
Electronic books.
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11178794
Hidden Bibliographic Details
Varying Form of Title:Latent variable mixture models
Other authors / contributors:Hancock, Gregory R.
Samuelsen, Karen M.
ISBN:9781607526346
1607526344
9781593118471
1593118473
9781593118488
1593118481
1593118473
1593118481
1281413011
9781281413017
9786611413019
6611413014
Notes:Includes bibliographical references.
English.
Print version record.
Other form:Print version: Advances in latent variable mixture models. Charlotte, NC : Information Age Pub., ©2008
Table of Contents:
  • Machine generated contents note: 1. Latent Variable Hybrids: Overview of Old and New Models / Bengt Muthen
  • pt. I Multilevel and Longitudinal Systems
  • 2. Multilevel Mixture Models / Bengt Muthen / Tihomir Asparouhov
  • 3. Longitudinal Modeling of Population Heterogeneity: Methodological Challenges to the Analysis of Empirically Derived Criminal Trajectory Profiles / Frauke Kreuter / Bengt Muthen
  • 4. Examining Contingent Discrete Change Over Time with Associative Latent Transition Analysis / Brian P. Flaherty
  • 5. Modeling Measurement Error in Event Occurrence for Single, Non-Recurring Events in Discrete-Time Survival Analysis / Katherine E. Masyn
  • pt. II Models for Assessment and Diagnosis
  • 6. Evidentiary Foundations of Mixture Item Response Theory Models / Marc Kroopnick / Daisy Rutstein / Roy Levy / Robert J. Mislevy
  • 7. Examining Differential Item Functioning from a Latent Mixture Perspective / Karen M. Samuelsen
  • 8. Mixture Models in a Developmental Context / Christians Spiel / Judith Gluck / Mark Wilson / Karen Draney
  • 9. Applications of Stochastic Analyses for Collaborative Learning and Cognitive Assessment / Amy Soller / Ron Stevens
  • 10. Mixture General Diagnostic Model / Matthias von Davier
  • pt. III Challenges in Model Evaluation
  • 11. Categories or Continua? The Correspondence Between Mixture Models and Factor Models / Peter Molenaar / Eric Loken
  • 12. Applications and Extensions of the Two-Point Mixture Index of Model Fit / C. Mitchell Dayton
  • 13. Identifying the Correct Number of Classes in Growth Mixture Models / Craig K. Enders / Davood Tofighi.

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