36 citations · 56 across the 21 of their papers we have counts for
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stat.AP2020
Causal Effects of Prenatal Drug Exposure on Birth Defects with Missing by Terathanasia
Andrew Ying, Ronghui Xu, Christina D. Chambers +1
A recent cohort study revealed a positive correlate between major structural birth defects in infants and a certain medication taken by pregnant women. To draw valid causal inferen…
stat.AP2018★ 1 cited
Two-Stage Residual Inclusion under the Additive Hazards Model - An Instrumental Variable Approach with Application to SEER-Medicare Linked Data
Andrew Ying, Ronghui Xu, James Murphy
Instrumental variable is an essential tool for addressing unmeasured confounding in observational studies. Two stage predictor substitution (2SPS) estimator and two stage residual…