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The MICE algorithm can impute mixes of steady, binary, unordered categorical and ordered categorical details. On top of that, MICE can impute ongoing two-level facts, and keep regularity amongst imputations by way of passive imputation. Many diagnostic plots are executed to examine the standard of the imputations.