impyute
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Add Little's MCAR Test
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
- Create new module:
impyute/validation
, add__init__.py
and update the top level__init__.py
as needed. - Implement method from paper in
littles_mcar_test.py
within folder
If it can somehow help, here's an implementation in Python: https://github.com/RianneSchouten/pymice/blob/master/pymice/exploration/mcar_tests.py