E-values as statistical evidence: A comparison to Bayes factors, likelihoods, and p-values

Ben Chugg, Aaditya Ramdas, Peter Grünwald

A recurring debate in the philosophy of statistics concerns what, exactly, should count as a measure of evidence for or against a given hypothesis. P-values, likelihood ratios, and…