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20182020
most citedRobust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score

17 citations · 18 across the 3 of their papers we have counts for

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econ.EM2020

Doubly Robust Semiparametric Difference-in-Differences Estimators with High-Dimensional Data

Yang Ning, Sida Peng, Jing Tao

This paper proposes a doubly robust two-stage semiparametric difference-in-difference estimator for estimating heterogeneous treatment effects with high-dimensional data. Our new e…

econ.EM2019

Heterogeneous Endogenous Effects in Networks

Sida Peng

This paper proposes a new method to identify leaders and followers in a network. Prior works use spatial autoregression models (SARs) which implicitly assume that each individual i…