2 citations · 2 across the 3 of their papers we have counts for
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Local average treatment effects estimation via substantive model compatible multiple imputation
Karla DiazOrdaz, James Carpenter
Non-adherence to assigned treatment is common in randomised controlled trials (RCTs). Recently, there has been an increased interest in estimating causal effects of treatment recei…
Information-Anchored Sensitivity Analysis: Theory and Application
Suzie Cro, James R Carpenter, Michael G Kenward
Analysis of longitudinal randomised controlled trials is frequently complicated because patients deviate from the protocol. Where such deviations are relevant for the estimand, we…
Population-calibrated multiple imputation for a binary/categorical covariate in categorical regression models
Tra My Pham, James R Carpenter, Tim P Morris +2
Multiple imputation (MI) has become popular for analyses with missing data in medical research. The standard implementation of MI is based on the assumption of data being missing a…