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EM with missing data

Open myroslavpidkuyko opened this issue 6 years ago • 3 comments

Is there any support for estimating GM model with missing data? There are some algorithms that allow for that (please see attached). EM_Algorithm_MissingData.pdf

myroslavpidkuyko avatar Aug 05 '19 16:08 myroslavpidkuyko

This would be currently out of the scope for this package, maybe you can deal with incidental cases in a proprocessing step. I didn't read the full article, though, to really understand the problem.

davidavdav avatar Mar 01 '20 13:03 davidavdav

I implement an EM algorithm with missing data support in BetaML (I didn't follow however the Delalleau paper, so it may not be very efficient with large datasets).

sylvaticus avatar Apr 15 '21 16:04 sylvaticus

Cool!

davidavdav avatar Apr 15 '21 16:04 davidavdav