dsos

Test for no adverse shift in two-sample comparison when we have a training set, the reference distribution, and a test set. The approach is flexible and relies on a robust and powerful test statistic, the weighted AUC. Technical details are in Kamulete, V. M. (2021) doi:10.48550/arXiv.1908.04000. Modern notions of outlyingness such as trust scores and prediction uncertainty can be used as the underlying scores for example.

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