Exploring Multiple Strategic Problem Solving Behaviors in Educational Psychology Research by Using Mixture Cognitive Diagnosis Model

Exploring Multiple Strategic Problem Solving Behaviors in Educational Psychology Research by Using Mixture Cognitive Diagnosis Model

A mixture cognitive diagnosis model (CDM), which is called mixture multiple strategy-Deterministic, Inputs, Noisy “and” Gate (MMS-DINA) model, is proposed to investigate individual differences in the selection of response categories in multiple-strategy items. The MMS-DINA model system is an effecti...

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Bibliographic Details
Main Authors: Jiwei Zhang, Jing Lu, Jing Yang, Zhaoyuan Zhang, Shanshan Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Psychology
Subjects:
Bayesian inference
cognitive diagnosis
classification
Markov chain Monte Carlo
multiple-strategy models
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2021.568348/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyg.2021.568348/full

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