38 citations · 38 across the 3 of their papers we have counts for
5 papers
Benchmarking the rationality of AI decision making using the transitivity axiom
Kiwon Song, James M. Jennings, Clintin P. Davis-Stober
Fundamental choice axioms, such as transitivity of preference, provide testable conditions for determining whether human decision making is rational, i.e., consistent with a utilit…
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…
Multinomial Models with Linear Inequality Constraints: Overview and Improvements of Computational Methods for Bayesian Inference
Daniel W. Heck, Clintin P. Davis-Stober
Many psychological theories can be operationalized as linear inequality constraints on the parameters of multinomial distributions (e.g., discrete choice analysis). These constrain…
Extended Formulations for Order Polytopes through Network Flows
Clintin P. Davis-Stober, Jean-Paul Doignon, Samuel Fiorini +2
Mathematical psychology has a long tradition of modeling probabilistic choice via distribution-free random utility models and associated random preference models. For such models,…
When is a crowd wise?
Clintin Davis-Stober, David Budescu, Jason Dana +1
Numerous studies and anecdotes demonstrate the "wisdom of the crowd," the surprising accuracy of a group's aggregated judgments. Less is known, however, about the generality of cro…