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Mcar test implementation

Open adriencrtr opened this issue 10 months ago • 0 comments

Why ?

There are 3 types of missing data : MCAR, MAR and MNAR. In the imputer selection process, we must choose a holes generator. It would be suitable to select a holes generator that reflects the holes present in the dataset. The aim is to provide a tool for characterizing the user's hole type.

Current situation :

No tool available today in Qolmat.

Improvement sought :

Provide a tool to characterize the user's hole present in the dataset. We should first to test if data are MCAR or not through the Little's test.

adriencrtr avatar Apr 26 '24 09:04 adriencrtr