Inference for Nonlinear Endogenous Treatment Effects Accounting for High-Dimensional Covariate Complexity

Qingliang Fan, Zijian Guo, Ziwei Mei +1

Nonlinearity and endogeneity are prevalent challenges in causal analysis using observational data. This paper proposes an inference procedure for a nonlinear and endogenous margina…