Expanding tidy data principles to facilitate missing data exploration, visualization and assessment of imputations

Nicholas J Tierney, Dianne H Cook

Despite the large body of research on missing value distributions and imputation, there is comparatively little literature with a focus on how to make it easy to handle, explore, a…