14 citations · 19 across the 3 of their papers we have counts for
3 papers
stat.ME2022★ 1 cited
Bayesian ranking and selection with applications to field studies, economic mobility, and forecasting
Dillon Bowen
Decision-making often involves ranking and selection. For example, to assemble a team of political forecasters, we might begin by narrowing our choice set to the candidates we are…
econ.GN2022★ 4 cited
Simple models predict behavior at least as well as behavioral scientists
Dillon Bowen
How accurately can behavioral scientists predict behavior? To answer this question, we analyzed data from five studies in which 640 professional behavioral scientists predicted the…
cs.LG2020★ 14 cited
Generalized SHAP: Generating multiple types of explanations in machine learning
Dillon Bowen, Lyle Ungar
Many important questions about a model cannot be answered just by explaining how much each feature contributes to its output. To answer a broader set of questions, we generalize a…