Axiomathes:1-20 (forthcoming)
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Abstract |
We show that if among the tested hypotheses the number of true hypotheses is not equal to the number of false hypotheses, then Neyman-Pearson theory of testing hypotheses does not warrant minimal epistemic reliability. We also argue that N-P does not protect from the possible negative effects of the pragmatic value-laden unequal setting of error probabilities on N-P’s epistemic reliability. Most importantly, we argue that 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 N-P inevitably compromises the goal of attaining truth.
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Keywords | Frequentism Predictive value Statistical test Reliability Context Pragmatic values |
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DOI | 10.1007/s10516-021-09541-y |
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References found in this work BETA
Re-Engineering Philosophy for Limited Beings: Piecewise Approximations to Reality.William C. Wimsatt - 2007 - Harvard University Press.
Re-Engineering Philosophy for Limited Beings. Piecewise Approximations to Reality.William C. Wimsatt - 2010 - Critica 42 (124):108-117.
Error and the Growth of Experimental Knowledge.Deborah Mayo - 1996 - International Studies in the Philosophy of Science 15 (1):455-459.
Exploring Inductive Risk: Case Studies of Values in Science.Kevin C. Elliott & Ted Richards (eds.) - 2017 - Oup Usa.
Error and the Growth of Experimental Knowledge.Deborah Mayo - 1997 - British Journal for the Philosophy of Science 48 (3):455-459.
View all 16 references / Add more references
Citations of this work BETA
The epistemic consequences of pragmatic value-laden scientific inference.Adam P. Kubiak & Paweł Kawalec - 2021 - European Journal for Philosophy of Science 11 (2):1-26.
Prior Information in Frequentist Research Designs: The Case of Neyman’s Sampling Theory.Adam P. Kubiak & Paweł Kawalec - forthcoming - Journal for General Philosophy of Science / Zeitschrift für Allgemeine Wissenschaftstheorie:1-22.
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