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Table 1 Recommended number of imputations needed for varying fractions of missing data (Graham[9])

From: Model development including interactions with multiple imputed data

Fraction of missing data 0.1 0.3 0.5 0.7 0.9
Number of imputations 20 20 40 100 >100