9 citations · 9 across the 2 of their papers we have counts for
2 papers
stat.ME2021
2D score based estimation of heterogeneous treatment effects
Steven Siwei Ye, Yanzhen Chen, Oscar Hernan Madrid Padilla
Statisticians show growing interest in estimating and analyzing heterogeneity in causal effects in observational studies. However, there usually exists a trade-off between accuracy…
stat.ME2020★ 9 cited
Non-parametric Quantile Regression via the K-NN Fused Lasso
Steven Siwei Ye, Oscar Hernan Madrid Padilla
Quantile regression is a statistical method for estimating conditional quantiles of a response variable. In addition, for mean estimation, it is well known that quantile regression…