A comparison of missing data approaches for linear regression with missing not at random outcome and predictors
Statistical Methods in Medical Research: An International Review Journal
Published online on July 15, 2026
Abstract
Statistical Methods in Medical Research, Ahead of Print.
While most methods for missing not at random (MNAR) data in regression models address MNAR outcomes assuming fully observed predictors, real-world observational health and longitudinal studies often violate this assumption. This paper compares several ...
While most methods for missing not at random (MNAR) data in regression models address MNAR outcomes assuming fully observed predictors, real-world observational health and longitudinal studies often violate this assumption. This paper compares several ...