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Overview

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.

Requirements

  • R (version 4.1.3 or higher)
  • mice and miceadds packages (for multiple imputation)
  • lme4 (for multi-level imputation)
  • Optional: dplyr (for data wrangling)

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Multi-Level Multiple Imputation in R

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