works on
debiasing 1estimated covariates 1heterogeneous treatment effects 1influence functions 1nonparametric regression 1propensity score 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ME2026

On regression with estimated covariates and conditional effects given the propensity score

Jiaqi Wu, Matteo Bonvini, Edward H. Kennedy +2

The paper studies how to estimate a nonparametric regression when some covariates are themselves estimated, proposing debiased influence‑function and bias‑corrected plug‑in methods…