This repository contains code for performing multi-level multiple imputation in R, covering the imputation of both time-varying and baseline covariates. It offers example R code and instructions for specifying the predictor matrix and imputation methods.
- R (version 4.1.3 or higher)
mice
andmiceadds
packages (for multiple imputation)lme4
(for multi-level imputation)- Optional:
dplyr
(for data wrangling)