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E-book

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

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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
1607526344
9781593118471
1593118473
9781593118488
1593118481
1281413011
9781281413017
9786611413019
6611413014
Other Titles Latent variable mixture models