Modelling conditional dependence between response time and accuracy

DOI10.1007/s11336-016-9537-6zbMath1402.62300OpenAlexW2531874158WikidataQ51772567 ScholiaQ51772567MaRDI QIDQ1695747

Jesper Tijmstra, Maria Bolsinova, Paul De Boeck

Publication date: 8 February 2018

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-016-9537-6

zbMATH Keywords

item response theoryhierarchical modelconditional independenceresponse times

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of statistics to psychology (62P15)

Related Items (14)

Modeling within-item dependencies in parallel data on test responses and brain activation ⋮ Modeling conditional dependence of response accuracy and response time with the diffusion item response theory model ⋮ Modeling differences between response times of correct and incorrect responses ⋮ A latent space diffusion item response theory model to explore conditional dependence between responses and response times ⋮ A modeling framework to examine psychological processes underlying ordinal responses and response times of psychometric data ⋮ Incorporating functional response time effects into a signal detection theory model ⋮ Identifying and supporting academically low-performing schools in a developing country: an application of a specialized multilevel IRT model to PISA-D assessment data ⋮ Bayesian hierarchical response time modelling—A tutorial ⋮ Trivariate theory of mind data analysis with a conditional joint modeling approach ⋮ Improving precision of ability estimation: Getting more from response times ⋮ Response mixture modeling: accounting for heterogeneity in item characteristics across response times ⋮ Characterizing the manifest probability distributions of three latent trait models for accuracy and response time ⋮ Using response times to model not-reached items due to time limits ⋮ Bayesian model assessment for jointly modeling multidimensional response data with application to computerized testing

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
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• A hierarchical framework for modeling speed and accuracy on test items
• A First Course in Bayesian Statistical Methods
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• A test for conditional independence between response time and accuracy
• Bayesian Measures of Model Complexity and Fit
• Equation of State Calculations by Fast Computing Machines

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