A doubly robust calibration-plus-control-variate estimator allows causal inference with multiple misclassified binary exposures and shows throat-swab data understate P. aeruginosa's effect on lung function in cystic fibrosis.
Efficient estimation of causal effects under two- 29 phase sampling with error-prone outcome and treatment measurements, 2025
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Causal Inference with Multiple Misclassified Exposures: A Control Variate-Adjusted Calibration Weighting Approach
A doubly robust calibration-plus-control-variate estimator allows causal inference with multiple misclassified binary exposures and shows throat-swab data understate P. aeruginosa's effect on lung function in cystic fibrosis.