Bayesian computerized adaptive testing

BP Veldkamp, M Matteucci - Ensaio: Avaliação e Políticas Públicas …, 2013 - educa.fcc.org.br
Bayesian Computerized Adaptive Testing Page 1 Bayesian Computerized Adaptive Testing
Bernard P. Veldkamp* Mariagiulia Matteucci** Abstract Computerized adaptive testing (CAT) …

Prior distributions for item parameters in IRT models

M Matteucci, S Mignani… - … in Statistics-Theory and …, 2012 - Taylor & Francis
The focus of this article is on the choice of suitable prior distributions for item parameters
within item response theory (IRT) models. In particular, the use of empirical prior …

The use of predicted values for item parameters in item response theory models: an application in intelligence tests

M Matteucci, S Mignani… - Journal of applied statistics, 2012 - Taylor & Francis
In testing, item response theory models are widely used in order to estimate item parameters
and individual abilities. However, even unidimensional models require a considerable …

On the use of MCMC CAT with empirical prior information to improve the efficiency of CAT

M Matteucci, PB Veldkamp - 2011 - amsacta.unibo.it
In this paper, empirical prior information about the candidate is applied in computerized
adaptive testing (CAT). The main objective of CAT is to improve efficiency of test …

Teste adaptativo computadorizado bayesiano

BP Veldkamp, M Matteucci - Ensaio: Avaliação e Políticas Públicas …, 2013 - SciELO Brasil
Computerized adaptive testing (CAT) comes with many advantages. Unfortunately, it still is
quite expensive to develop and maintain an operational CAT. In this paper, various steps …

Prior information at item level in item response theory models

M Matteucci, BP Veldkamp - Analysis and Modeling of Complex Data …, 2012 - cris.unibo.it
Recently, Bayesian estimation of item response theory (IRT) models via Markov chain Monte
Carlo methods has become very popular. The main reason is that this method is free from …

[CITACE][C] Elaboration of an Algorithm of Detecting Tests' Dimensionality

M Ergüven