Precision education: A Bayesian nonparametric approach for handling item and examinee heterogeneity in assessment data

Tianyu Pan, Weining Shen, Clintin P. Davis-Stober +1

We propose a novel nonparametric Bayesian IRT model in this paper by introducing the clustering effect at question level and further assume heterogeneity at examinee level under ea…