Estimating CDMs Using the Slice-Within-Gibbs Sampler

In this paper, the slice-within-Gibbs sampler has been introduced as a method for estimating cognitive diagnosis models (CDMs). Compared with other Bayesian methods, the slice-within-Gibbs sampler can employ a wide-range of prior specifications; moreover, it can also be applied to complex CDMs with...

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Bibliographic Details
Main Authors: Xin Xu, Jimmy de la Torre, Jiwei Zhang, Jinxin Guo, Ningzhong Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2020.02260/full