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Title Advances in latent variable mixture models / edited by Gregory R. Hancock and Karen M. Samuelsen
Published Charlotte, NC : Information Age Pub., ©2008


Description 1 online resource (xi, 370 pages) : illustrations
Series The CILVR series on latent variable methodology
CILVR series on latent variable methodology.
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
Bibliography Includes bibliographical references
Notes English
Print version record
Subject Latent structure analysis.
Latent variables.
Mixture distributions (Probability theory)
MATHEMATICS -- Probability & Statistics -- Multivariate Analysis.
Latent structure analysis.
Latent variables.
Mixture distributions (Probability theory)
Form Electronic book
Author Hancock, Gregory R.
Samuelsen, Karen M.
ISBN 9781607526346
Other Titles Latent variable mixture models