Nonparametric Bayesian modelling for item response

DOI10.1177/1471082X0700800104MaRDI QIDQ4970935

Kristin A. Duncan, Steven N. MacEachern

Publication date: 8 October 2020

Published in: Statistical Modelling (Search for Journal in Brave)

zbMATH Keywords

item response theoryDirichlet processlatent trait distributionmonotone item response curve

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

Maximum marginal likelihood estimation of a monotonic polynomial generalized partial credit model with applications to multiple group analysis ⋮ Detection of two-way outliers in multivariate data and application to cheating detection in educational tests ⋮ Bayesian sensitivity analysis of a nonlinear dynamic factor analysis model with nonparametric prior and possible nonignorable missingness

Uses Software

• R
• BRugs
• BILOG
• HI

Cites Work

• Unnamed Item
• Unnamed Item
• Kernel smoothing approaches to nonparametric item characteristic curve estimation
• Nonparametric Bayesian methods in hierarchical models
• Practical nonparametric and semiparametric Bayesian statistics
• Ferguson distributions via Polya urn schemes
• Nonparametric estimation of convex models via mixtures
• A Bayesian analysis of some nonparametric problems
• Bayesian Inference for Semiparametric Binary Regression
• A semiparametric Bayesian model for randomised block designs
• Prior distribution for item response curves
• Item Response Theory
• Adaptive Rejection Sampling for Gibbs Sampling

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