What could be potential drawbacks of using regression imputation?

  • Can lead to an underestimation of errors
  • Can lead to biased results if relationships between variables are non-linear
  • Does not handle missing values
  • No drawbacks
The potential drawbacks of using regression imputation are that it can lead to an underestimation of errors or variances. This happens because it estimates missing values using a deterministic function (i.e., regression), but does not account for the inherent uncertainty associated with the missing values.
Add your answer
Loading...

Leave a comment

Your email address will not be published. Required fields are marked *