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Add Little's MCAR Test

Open eltonlaw opened this issue 4 years ago • 1 comments

Part of push to better validate imputations during regular usage/testing, it would be nice to have a way to check for MCAR type data.

Paper: https://www.jstor.org/stable/2290157?seq=1#page_scan_tab_contents

Steps

  1. Create new module: impyute/validation, add __init__.py and update the top level __init__.py as needed.
  2. Implement method from paper in littles_mcar_test.py within folder

eltonlaw avatar Jul 11 '19 10:07 eltonlaw

If it can somehow help, here's an implementation in Python: https://github.com/RianneSchouten/pymice/blob/master/pymice/exploration/mcar_tests.py

jeanbaptisteb avatar Dec 21 '20 13:12 jeanbaptisteb