Can multiple imputation be applied when data are missing completely at random (MCAR)?

  • No
  • Only if data is numerical
  • Only in rare cases
  • Yes
Yes, multiple imputation can be applied when data are missing completely at random (MCAR). In fact, it is a flexible method that can be applied in various missing data situations including MCAR, MAR (missing at random), and even NMAR (not missing at random).
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