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Published 20 hours ago • verified publisher icon mlr-org

mice package

Open mb706 opened this issue 1 year ago • 1 comments

mice.mids now supports newdata, so could be a pipeop

mb706 avatar Mar 01 '24 08:03 mb706

mice() function: we should have all hyperparameters that are scalar, fixed length, length(ncol) but not length(nrow), since that should always be possible to change. The 'blocks' argument should also allow Selector functions.

Prediction seems to be difficult, see

  • https://github.com/amices/mice/discussions/336
  • https://github.com/amices/mice/discussions/346

I am not entirely convinced this is all there is, since predictions on the training set give different imputed values than the imputation from training. Is this an RNG thing?

mb706 avatar Jul 16 '24 11:07 mb706