Accounting for missing data caused by drug cessation in observational comparative effectiveness research: a simulation study.

Denis Mongin Kim Lauper Axel Finckh Thomas Frisell Delphine Sophie Courvoisier

Published in: Annals of the rheumatic diseases (2022)

Only multiple imputation and IPW2, which considered both confounding and treatment cessation reasons, produced accurate comparative effectiveness estimates.

Keyphrases

high resolution
electronic health record
emergency department
cross sectional
machine learning
combination therapy
drug induced