A generalized dimensionality discrepancy measure for dimensionality assessment in multidimensional item response theory

Roy Levy, Dubravka Svetina

Research output: Contribution to journalArticle

15 Citations (Scopus)

Abstract

A generalized dimensionality discrepancy measure is introduced to facilitate a critique of dimensionality assumptions in multidimensional item response models. Connections between dimensionality and local independence motivate the development of the discrepancy measure from a conditional covariance theory perspective. A simulation study and a real-data analysis demonstrate the utility of the discrepancy measure's application at multiple levels of analysis in a posterior predictive model checking framework.

Original languageEnglish (US)
Pages (from-to)208-232
Number of pages25
JournalBritish Journal of Mathematical and Statistical Psychology
Volume64
Issue number2
DOIs
StatePublished - May 2011

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Dimensionality
Discrepancy
Local Independence
Predictive Model
Model Checking
Data analysis
Simulation Study
Demonstrate
Simulation
Levels of Analysis
Item Response Theory
Model
Framework

ASJC Scopus subject areas

  • Psychology(all)
  • Statistics and Probability

Cite this

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