Modeling omitted and not-reached items in IRT models

DOI10.1007/s11336-016-9544-7zbMath1402.62326OpenAlexW2552471082WikidataQ48224123 ScholiaQ48224123MaRDI QIDQ1682450

Matthias von Davier, Norman Rose, Benjamin Nagengast

Publication date: 30 November 2017

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-016-9544-7

zbMATH Keywords

nonignorableIRTitem nonresponsesomitted and not-reached items

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Related Items (5)

Bayesian algorithm based on auxiliary variables for estimating item response theory models with non-ignorable missing response data ⋮ Assessment of generalised Bayesian structural equation models for continuous and binary data ⋮ Accurate assessment via process data ⋮ Effects of discontinue rules on psychometric properties of test scores ⋮ Modeling not-reached items in timed tests: a response time censoring approach

Uses Software

• Mplus
• ConQuest
• TAM

Cites Work

• Estimating latent distributions
• Random item IRT models
• Maximum likelihood estimation of item response parameters when some responses are omitted
• Estimation of latent ability and item parameters when there are omitted responses
• On the Bock-Aitkin procedure -- from an EM algorithm perspective
• High-dimensional maximum marginal likelihood item factor analysis by adaptive quadrature
• Inference and missing data
• Sample Selection Bias as a Specification Error
• The analysis of longitudinal ordinal data with nonrandom drop-out
• Pattern-Mixture Models for Multivariate Incomplete Data
• Item Response Theory
• Informative Drop-Out in Longitudinal Data Analysis
• Unnamed Item
• Unnamed Item

This page was built for publication: Modeling omitted and not-reached items in IRT models