Balancing Automated Procedures for Confounding Control with Background Knowledge

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• CONTROLLING CONFOUNDING BY FRAILTY WHEN ESTIMATING INFLUENZA VACCINE EFFECTIVENESS USING PREDICTORS OF DEPENDENCY IN ACTIVITIES OF DAILY LIVING
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• JIM-13-0560 R1: Propensity scores for confounder adjustment when assessing the effects of medical interventions using non-experimental study designs
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• Reducing Bias Amplification in the Presence of Unmeasured Confounding Through Out-of-Sample Estimation Strategies for the Disease Risk Score
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