Multiple imputation of missing covariates with non-linear effects and interactions: an evaluation of statistical methods

Abstract

Given the current state of available software, JAV is the best of a set of imperfect imputation methods for linear regression with a quadratic or interaction effect, but should not be used for logistic regression.