Finite mixture multilevel multidimensional ordinal IRT models for large scale cross-cultural research

DOI10.1007/s11336-009-9134-zzbMath1234.62160OpenAlexW2034518286MaRDI QIDQ971528

Jan-Benedict E. M. Steenkamp, Martijn G. de Jong

Publication date: 14 May 2010

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-009-9134-z

zbMATH Keywords

item response theorymixture modelingmeasurement invariancemultidimensional IRTdifferential item functioninggraded response modellatent classeshierarchical item response theorymeasurement equivalence

Mathematics Subject Classification ID

Related Items (11)

Evaluating evidence for invariant items: a Bayes factor applied to testing measurement invariance in IRT models ⋮ A hierarchical generalised Bayesian SEM to assess quality of democracy in Europe ⋮ Multidimensional multiple group IRT models with skew normal latent trait distributions ⋮ Fitting an item response theory model with random item effects across groups by a variational approximation method ⋮ An evaluation of the bootstrap for model validation in mixture models ⋮ Bayesian multilevel multidimensional item response modeling approach for multiple latent variables in a hierarchical structure ⋮ Constrained dual scaling for detecting response styles in categorical data ⋮ Alternating imputation posterior estimation of models with crossed random effects ⋮ Additive multilevel item structure models with random residuals: item modeling for explanation and item generation ⋮ Building up adjusted indicators of students’ evaluation of university courses using generalized item response models ⋮ Varying levels of anomie in Europe: a multilevel analysis based on multidimensional IRT models

Uses Software

• BayesDA

Cites Work

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