120 citations · 192 across the 12 of their papers we have counts for
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stat.ML2022★ 5 cited
Stochastic Tree Ensembles for Estimating Heterogeneous Effects
Nikolay Krantsevich, Jingyu He, P. Richard Hahn
Determining subgroups that respond especially well (or poorly) to specific interventions (medical or policy) requires new supervised learning methods tailored specifically for caus…
stat.ME2022★ 1 cited
Local Gaussian process extrapolation for BART models with applications to causal inference
Meijiang Wang, Jingyu He, P. Richard Hahn
Bayesian additive regression trees (BART) is a semi-parametric regression model offering state-of-the-art performance on out-of-sample prediction. Despite this success, standard im…