Frequentist Statistics as Internalist Reliabilism

Abstract

There has long been an impression that reliabilism implies externalism and that frequentist statistics, due to its reliabilist nature, is inherently externalist. I argue, however, that frequentist statistics can plausibly be understood as a form of internalist reliabilism -- internalist in the conventional sense, yet reliabilist in certain unconventional and intriguing ways. Crucially, in developing the thesis that reliabilism does not imply externalism, my aim is not to stretch the meaning of ‘reliabilism’ merely to sever the implication. Instead, it is to gain a deeper understanding of frequentist statistics, which stands as one of the most sustained attempts by scientists to develop an epistemology for their own use.

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Hanti Lin
University of California, Davis

References found in this work

Knowledge and Its Limits.Timothy Williamson - 2000 - Philosophy 76 (297):460-464.
Epistemology Naturalized.W. V. Quine - 1969 - In Willard Van Orman Quine, Ontological Relativity and Other Essays. New York: Columbia University Press.
Probability Theory. The Logic of Science.Edwin T. Jaynes - 2002 - Cambridge University Press: Cambridge. Edited by G. Larry Bretthorst.
Logic of Statistical Inference.Ian Hacking - 1965 - Cambridge, England: Cambridge University Press.

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