17 citations · 18 across the 3 of their papers we have counts for
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stat.ME2019★ 1 cited
Regression Discontinuity Design under Self-selection
Sida Peng, Yang Ning
In Regression Discontinuity (RD) design, self-selection leads to different distributions of covariates on two sides of the policy intervention, which essentially violates the conti…
stat.ME2018★ 17 cited
Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score
Yang Ning, Sida Peng, Kosuke Imai
In this paper, we propose a robust method to estimate the average treatment effects in observational studies when the number of potential confounders is possibly much greater than…