7 citations · 7 across the 9 of their papers we have counts for
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math.ST2023
On the adaptation of causal forests to manifold data
Yiyi Huo, Yingying Fan, Fang Han
Researchers often hold the belief that random forests are "the cure to the world's ills" (Bickel, 2010). But how exactly do they achieve this? Focused on the recently introduced ca…
math.ST2023
On propensity score matching with a diverging number of matches
Yihui He, Fang Han
This paper reexamines Abadie and Imbens (2016)'s work on propensity score matching for average treatment effect estimation. We explore the asymptotic behavior of these estimators w…