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}
}
Comments
Axiomathes (2021)