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Identifiability and Cognitive Diagnosis Models

2019
Cognitive Diagnosis Models (CDMs) are popular statistical tools in cognitive diagnosis assessment. CDMs can be viewed as restricted latent class models with constraints introduced by the Q-matrix and assumptions of how skill variables that are assigned to items via the Q-Matrix interact in the item function. As many other latent variable models do, the
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Abstract: A Hierarchical Item Response Model for Cognitive Diagnosis

Multivariate Behavioral Research, 2013
Cognitive diagnosis models (see, e.g., Rupp, Templin, & Henson, 2010) have received increasing attention within educational and psychological measurement.
Mark, Hansen, Li, Cai
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Outlier Detection for Cognitive Diagnosis Models

2019
Honors ; Statistics ; University of Michigan ; http://deepblue.lib.umich.edu/bitstream/2027.42/169432/1/xinyuez ...
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Probabilistic model with evolutionary optimization for cognitive diagnosis

Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Chenyang Bu   +3 more
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Continuous response in cognitive diagnosis models

2017
At present, many cognitive diagnosis models (CDMs) have been developed for dichotomous response, several of which have been extended to handle polytomous response. CDMs to handle continuous response, however, have not been extensively explored beyond the recently proposed continuous deterministic inputs, noisy ``and" gate (C-DINA) model and its ...
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A novel quantitative relationship neural network for explainable cognitive diagnosis model

Knowledge-Based Systems, 2022
Li Jin, Xiaoming Wang, Lichen Zhang
exaly  

A Causality-Based Interpretable Cognitive Diagnosis Model

2023
Jinwei Zhou   +3 more
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Two-Step Likelihood Ratio Test for Item-Level Model Comparison in Cognitive Diagnosis Models

Methodology, 2017
Francisco J Abad   +2 more
exaly  

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