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Conformal e-testing

Authors :
Vovk, Vladimir
Nouretdinov, Ilia
Gammerman, Alex
Publication Year :
2020

Abstract

There is a useful counterpart of conformal prediction for e-values, called conformal e-prediction. Conformal prediction can serve as basis for testing the assumption of exchangeability, leading to conformal testing. Similarly, conformal e-prediction can also serve as basis for testing. The resulting conformal e-testing looks very different from but inherits some strengths of conformal testing; it even has some advantages over conformal testing. In this paper we discuss systematically both strengths and limitations of conformal e-testing.<br />Comment: 21 pages and 2 figures

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2006.02329
Document Type :
Working Paper