A regularized logistic regression on a public Statics dataset is presented as hierarchical Bayesian knowledge tracing, but its skill rankings and student subgroups are based on in-sample fits and appear to contain mislabeled skills.
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Hierarchical Bayesian Knowledge Tracing in Undergraduate Engineering Education
A regularized logistic regression on a public Statics dataset is presented as hierarchical Bayesian knowledge tracing, but its skill rankings and student subgroups are based on in-sample fits and appear to contain mislabeled skills.