35 citations · 35 across the 2 of their papers we have counts for
2 papers
stat.AP2024
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants
Gang Xu, Xin Zhou, Molin Wang +7
One way to quantify exposure to air pollution and its constituents in epidemiologic studies is to use an individual's nearest monitor. This strategy results in potential inaccuracy…
stat.AP2021★ 35 cited
The Missing Covariate Indicator Method is Nearly Valid Almost Always
Gang Xu, Mingyang Song, Xin Zhou +3
Background: Although the missing covariate indicator method (MCIM) has been shown to be biased under extreme conditions, the degree and determinants of bias have not been formally…