Loris Michel

PKLM: A flexible MCAR test using Classification

2021 · arXiv (Cornell University)

We develop a fully non-parametric, easy-to-use, and powerful test for the missing completely at random (MCAR) assumption on the missingness mechanism of a dataset. The test compares distributions of different missing patterns on random projections …