Kubiak, Adam P. (2021) Applying Perspectival Realism to Frequentist Statistics: The Case of Jerzy Neyman’s Methodology and Philosophy. In: UNSPECIFIED.
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Abstract
I investigate the extent to which perspectival realism (PR) agrees with frequentist statistical methodology and philosophy, with an emphasis on J. Neyman’s views. Based on the example of the stopping rule problem I argue that PR can naturally be associated with frequentist statistics. Then I analyze Neyman’s conception of statistical inference to conclude that PR and Neyman’s conception are incongruent. Additionally, I show that Neyman’s philosophy is internally inconsistent. I conclude that Neyman’s frequentism weakens the philosophical validity and universality of PR as analyzed from the point of view of statistical methodology.
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Item Type: | Conference or Workshop Item (UNSPECIFIED) | ||||||
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Keywords: | statistics frequentism realism perspectivism pragmatism | ||||||
Subjects: | General Issues > Scientific Metaphysics General Issues > Experimentation Specific Sciences > Probability/Statistics General Issues > Realism/Anti-realism |
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Depositing User: | Adam Kubiak | ||||||
Date Deposited: | 04 Apr 2021 13:13 | ||||||
Last Modified: | 04 Apr 2021 13:13 | ||||||
Item ID: | 18886 | ||||||
Subjects: | General Issues > Scientific Metaphysics General Issues > Experimentation Specific Sciences > Probability/Statistics General Issues > Realism/Anti-realism |
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Date: | 2 April 2021 | ||||||
URI: | https://philsci-archive.pitt.edu/id/eprint/18886 |
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