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Identifiability and Cognitive Diagnosis Models
2019Cognitive 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, 2013Cognitive 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
2019Honors ; 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, 2023Chenyang Bu +3 more
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Continuous response in cognitive diagnosis models
2017At 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, 2022Li Jin, Xiaoming Wang, Lichen Zhang
exaly
A Causality-Based Interpretable Cognitive Diagnosis Model
2023Jinwei Zhou +3 more
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Two-Step Likelihood Ratio Test for Item-Level Model Comparison in Cognitive Diagnosis Models
Methodology, 2017Francisco J Abad +2 more
exaly

