Model evaluation and multiple strategies in cognitive diagnosis: an analysis of fraction subtraction data

DOI10.1007/s11336-008-9063-2zbMath1284.62777OpenAlexW2083067118MaRDI QIDQ998832

Jeffrey A. Douglas, Jimmy de la Torre

Publication date: 30 January 2009

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-008-9063-2

zbMATH Keywords

item response theoryMarkov chain Monte Carlogoodness-of-fitlatent class modelcognitive diagnosis

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Related Items (19)

The development of computerized adaptive testing with cognitive diagnosis for an English achievement test in China ⋮ Inferring the number of attributes for the exploratory DINA model ⋮ Relationship validation among items and attributes ⋮ An upgrading procedure for adaptive assessment of knowledge ⋮ Bayesian estimation of the DINA \(Q\) matrix ⋮ Detecting and explaining BLIM's unidentifiability: forward and backward parameter transformation groups ⋮ An exploratory diagnostic model for ordinal responses with binary attributes: identifiability and estimation ⋮ Complete Q‐matrices in conjunctive models on general attribute structures ⋮ Empirical indistinguishability: From the knowledge structure to the skills ⋮ On the link between cognitive diagnostic models and knowledge space theory ⋮ Extending the basic local independence model to polytomous data ⋮ Cognitive diagnosis models for baseline testing of educational standards in math ⋮ A diagnostic tree model for polytomous responses with multiple strategies ⋮ A procedure for assessing the completeness of the Q-matrices of cognitively diagnostic tests ⋮ Uncovering the best skill multimap by constraining the error probabilities of the gain-loss model ⋮ The generalized DINA model framework ⋮ How to build a complete Q-matrix for a cognitively diagnostic test ⋮ A sequential cognitive diagnosis model for polytomous responses ⋮ Combining item response theory and diagnostic classification models: a psychometric model for scaling ability and diagnosing misconceptions

Uses Software

• Ox

Cites Work

• Unnamed Item
• Unnamed Item
• Estimating the dimension of a model
• Estimating multiple classification latent class models
• Higher-order latent trait models for cognitive diagnosis
• Data Analytic Methods for Latent Partially Ordered Classification Models
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• Knowledge Spaces
• Bayesian Measures of Model Complexity and Fit
• Bayes Factors
• Deviance information criteria for missing data models

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