Misuse of regression adjustment for additional confounders following insufficient propensity score balancing
T Shinozaki, M Nojima - Epidemiology, 2019 - journals.lww.com
After propensity score (PS) matching, inverse probability weighting, and stratification or
regression adjustment for PS, one may compare different exposure groups with or without
further covariate adjustment. In the former case, although a typical application uses the
same set of covariates in the PS and the stratification post-PS balancing, several studies
adjust for additional confounders in the stratification while ignoring the covariates that have
been balanced by the PS. We show the bias arising from such partial adjustments for distinct …
regression adjustment for PS, one may compare different exposure groups with or without
further covariate adjustment. In the former case, although a typical application uses the
same set of covariates in the PS and the stratification post-PS balancing, several studies
adjust for additional confounders in the stratification while ignoring the covariates that have
been balanced by the PS. We show the bias arising from such partial adjustments for distinct …
[引用][C] Misuse of Regression Adjustment for Additional Confounders Following Insufficient Propensity-Score Balancing
篠崎智大 - Epidemiology, 2019 - cir.nii.ac.jp
Misuse of Regression Adjustment for Additional Confounders Following Insufficient
Propensity-Score Balancing | CiNii Research … Misuse of Regression Adjustment for Additional
Confounders Following Insufficient Propensity-Score Balancing … タイトル Misuse of Regression
Adjustment for Additional Confounders Following Insufficient Propensity-Score Balancing …
Propensity-Score Balancing | CiNii Research … Misuse of Regression Adjustment for Additional
Confounders Following Insufficient Propensity-Score Balancing … タイトル Misuse of Regression
Adjustment for Additional Confounders Following Insufficient Propensity-Score Balancing …
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