A general method of empirical Q-matrix validation

From MaRDI portal
Publication:316746

DOI10.1007/s11336-015-9467-8zbMath1345.62167OpenAlexW654289710WikidataQ40974376 ScholiaQ40974376MaRDI QIDQ316746

Jimmy de la Torre, Chia-Yi Chiu

Publication date: 27 September 2016

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-015-9467-8




Related Items (20)

Bayesian estimation of the DINA \(Q\) matrixAn empirical Q-matrix validation method for the polytomous G-DINA modelSufficient and Necessary Conditions for the Identifiability of the $Q$-matrixIdentifying Latent Structures in Restricted Latent Class ModelsQvalData‐driven Q‐matrix learning based on Boolean matrix factorization in cognitive diagnostic assessmentTwo efficient selection methods for high‐dimensional <scp>CD‐CAT</scp> utilizing max‐marginals factor from <scp>MAP</scp> query and ensemble learning approachOn the consistency of \(Q\)-matrix estimation: a rejoinderLearning latent and hierarchical structures in cognitive diagnosis modelsBayesian inference for an unknown number of attributes in restricted latent class modelsA constrained Metropolis-Hastings Robbins-Monro algorithm for \(\boldsymbol{Q}\) matrix estimation in DINA modelsA diagnostic tree model for polytomous responses with multiple strategiesPartial-mastery cognitive diagnosis modelsEffects of item calibration errors on computerized adaptive testing under cognitive diagnosis modelsHypothesis testing of the \(Q\)-matrixAdvances in CD-CAT: the general nonparametric item selection methodA unified theory of the completeness of Q-matrices for the DINA modelEstimating the cognitive diagnosis \(Q\) matrix with expert knowledge: application to the fraction-subtraction datasetLearning large \(Q\)-matrix by restricted Boltzmann machinesDiagnostic classification analysis of problem-solving competence using process data: an item expansion method


Uses Software


Cites Work


This page was built for publication: A general method of empirical Q-matrix validation