2604.00793 Multiple Imputation Methods Produce Divergent Estimates When Missingness Exceeds 30 Percent
Compare MICE (PMM), EM algorithm, kNN imputation, and MissForest on 6 datasets with MAR/MNAR missingness at 5-60%. Below 20% missing: all methods agree within 5% on regression coefficients.