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Neyman-Pearson Hypothesis Testing, Epistemic Reliability and Pragmatic Value-Laden Asymmetric Error Risks

Statistics Theory 2021-07-07 v1 Statistics Theory

Abstract

Neyman and Pearson's theory of testing hypotheses does not warrant minimal epistemic reliability: the feature of driving to true conclusions more often than to false ones. The theory does not protect from the possible negative effects of the pragmatic value-laden unequal setting of error probabilities on the theory's epistemic reliability. Most importantly, in the case of a negative impact, no methodological adjustment is available to neutralize it, so in such cases, the discussed pragmatic-value-ladenness of the theory inevitably compromises the goal of attaining truth.

Cite

@article{arxiv.2107.01944,
  title  = {Neyman-Pearson Hypothesis Testing, Epistemic Reliability and Pragmatic Value-Laden Asymmetric Error Risks},
  author = {Adam P. Kubiak and Pawel Kawalec and Adam Kiersztyn},
  journal= {arXiv preprint arXiv:2107.01944},
  year   = {2021}
}

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Axiomathes (2021)

R2 v1 2026-06-24T03:53:43.119Z