Wednesday, May 1, 2019

Journals on Medical Informatics

Abstract

Many proponents of p-values assert that they measure the strength of the evidence with respect to a #hypothesis. Many proponents of Bayes Factors assert that they measure the relative strength of the evidence with respect to competing hypotheses. From a philosophical perspective, both assertions are problematic because the strength of the evidence depends on #auxiliaryassumptions, whose worth is not quantifiable by p-values or Bayes Factors. In addition, from a measurement perspective, p-values and Bayes Factors fail to fulfill a basic measurement criterion for validity. For both classes of reasons, p-values and #Bayes Factors do not validly measure the strength of the evidence.

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