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20162023
most citedEstimation of heterogeneous individual treatment effects with endogenous treatments

1 citations · 1 across the 8 of their papers we have counts for

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6 papers · 1 filter

stat.ME2018

Estimation of treatment effects under endogeneous heteroskedasticity

Jason Abrevaya, Haiqing Xu

The empirical literature on program evaluation limits its scope almost exclusively to models where treatment effects are homogenous for observationally identical individuals. This…

stat.ME2016

Estimation of social-influence-dependent peer pressures in a large network game

Zhongjian Lin, Haiqing Xu

Research on peer effects in sociology has been focused for long on social influence power to investigate the social foundations for social interactions. This paper extends Xu(2011)…

stat.ME2016

Testing for unobserved heterogeneous treatment effects

YuChin Hsu, TaCheng Huang, Haiqing Xu

Unobserved heterogeneous treatment effects have been emphasized in recent policy evaluation literature. In this paper, we extend Lu and White (2014)'s testing method for unobserved…

stat.ME2016

Rationalization and Identification of Binary Games with Correlated Types

Nianqing Liu, Quang Vuong, Haiqing Xu

This paper studies the rationalization and identification of binary games where players have correlated private types. Allowing for correlation is crucial in global games and in mo…

stat.ME2016

Social Interactions in Large Networks: A Game Theoretic Approach

Haiqing Xu

This paper studies social interactions in a game theoretic model with players in a large social network. We consider observations from one single equilibrium of a large network gam…

stat.ME2016★ 1 cited

Estimation of heterogeneous individual treatment effects with endogenous treatments

Qian Feng, Quang Vuong, Haiqing Xu

This paper estimates individual treatment effects in a triangular model with binary--valued endogenous treatments. Following the identification strategy established in Vuong and Xu…