Hacker News new | ask | show | jobs
by wdkrnls 618 days ago
In other words, EM makes more sense. All this imputation stuff seems to me more like an effort to keep using obsolete modeling techniques.
1 comments

Absolutely not.

EM imputation (or single imputation in general) fails to account for the uncertainty in imputed data. You end up with artificially inflated confidence in your results (p-values too small, confidence/credible intervals too narrow, etc.).

Multiple imputation is much better.