Paradoxical results in multidimensional item response theory

DOI10.1007/s11336-009-9111-6zbMath1272.62120OpenAlexW2095716498MaRDI QIDQ1036140

Armin Schwartzman, Matthew Finkelman, Giles Hooker

Publication date: 5 November 2009

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-009-9111-6

zbMATH Keywords

likelihoodmonotonicityitem response theorystochastic ordermaximum likelihood estimatea posteriori estimatemultidimensional item response theoryparadoxical results

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Related Items (11)

A generalized speed-accuracy response model for dichotomous items ⋮ On separable tests, correlated priors, and paradoxical results in multidimensional item response theory ⋮ On reverse shrinkage effects and shrinkage overshoot ⋮ Measuring latent quantities ⋮ On compensation in multidimensional response modeling ⋮ Generalizations of paradoxical results in multidimensional item response theory ⋮ Paradoxical results and item bundles ⋮ Item selection in multidimensional computerized adaptive testing-gaining information from different angles ⋮ On fair person classification based on efficient factor score estimates in the multidimensional factor analysis model ⋮ A new explanation and proof of the paradoxical scoring results in multidimensional item response models ⋮ Discrimination with unidimensional and multidimensional item response theory models for educational data

Uses Software

• Ipopt

Cites Work

• Multicomponent latent trait models for ability tests
• Stochastic order in dichotomous item response models for fixed, adaptive, and multidimensional tests
• On multidimensional item response theory -- a coordinate free approach
• On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming

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