MCARtest: Optimal Nonparametric Testing of Missing Completely at Random

Thomas B. Berrett, Alberto Bordino, Danat Duisenbekov, Sean Jaffe, Richard J. Samworth · 2022

Provides functions for carrying out nonparametric hypothesis tests of the MCAR hypothesis based on the theory of Frechet classes and compatibility. Also gives functions for computing halfspace representations of the marginal polytope and related geometric objects.

Read the paper · More papers on PaperTik