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The Borel-Kolmogorov Paradox Is Your Paradox Too: A Puzzle for Conditional Physical Probability

Published online by Cambridge University Press:  01 January 2022

Abstract

The Borel-Kolmogorov paradox is often presented as an obscure problem that certain mathematical accounts of conditional probability must face. In this article, we point out that the paradox arises in the physical sciences, for physical probability or chance. By carefully formulating the paradox in this setting, we show that it is a puzzle for everyone, regardless of one’s preferred probability formalism. We propose a treatment that is inspired by the approach that scientists took when confronted with these cases.

Type
Decision Theory and Formal Epistemology
Copyright
Copyright 2021 by the Philosophy of Science Association. All rights reserved.

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Footnotes

We are grateful to Jacob Barandes, David Builes, Eliya Cohen, Kenny Easwaran, Adam Elga, Hans Halvorson, Michele Odisseas Impagnatiello, Jim Joyce, Boris Kment, Kyle Landrum, Sarah McGrath, Chris Register, Laura Ruetsche, Alejandro Naranjo Sandoval, Haley Schilling, and audiences at the Harvard Foundations of Physics Series and Princeton and MIT for their very helpful feedback and advice. The title of this article is inspired by the similar title “The Reference Class Problem Is Your Problem Too” by Alan Hájek (2007).

References

Arnold, B., and Roberston, C.. 2002. “The Conditional Distribution of X Given X = Y Can Be Almost Anything!” In Advances on Theoretical and Methodological Aspects of Probability and Statistics, ed. Balakrishnan, N., 7581. New York: Taylor & Francis.Google Scholar
Benci, V., Horsten, L., and Wenmackers, S.. 2016. “Infinitesimal Probabilities.” British Journal for the Philosophy of Science 69 (2): 509–52.Google ScholarPubMed
Cramér, H., and Leadbetter, M. R.. 2004. Stationary and Related Stochastic Processes: Sample Function Properties and Their Applications. New York: Dover.Google Scholar
Dubins, L. E. 1975. “Finitely Additive Conditional Probabilities, Conglomerability and Disintegrations.” Annals of Probability 3 (1): 8999.CrossRefGoogle Scholar
Easwaran, K. K. 2008. The Foundations of Conditional Probability. Berkeley: University of California Press.Google Scholar
Gyenis, Z., Hofer-Szabó, G., and Rédei, M.. 2017. “Conditioning Using Conditional Expectations: The Borel-Kolmogorov Paradox.” Synthese 194 (7): 2595–630.CrossRefGoogle Scholar
Hájek, A. 2003. “What Conditional Probability Could Not Be.” Synthese 137 (3): 273323.CrossRefGoogle Scholar
Hájek, A.. 2007. “The Reference Class Problem Is Your Problem Too.” Synthese 156 (3): 563–85.CrossRefGoogle Scholar
Jaynes, E. T. 2003. Probability Theory: The Logic of Science. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Kac, M., and Slepian, D.. 1959. “Large Excursions of Gaussian Processes.” Annals of Mathematical Statistics 30 (4): 1215–28.CrossRefGoogle Scholar
Kadane, J. B., Schervish, M. J., and Seidenfeld, T.. 1999. “Statistical Implications of Finitely Additive Probability.” In Rethinking the Foundations of Statistics, ed. Kadane, J. B., Schervish, M. J., and Seidenfeld, T., 211–32. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Kolmogorov, A. N. 1933. Grundbegriffe der Wahrscheinlichkeitsrechnung. Berlin: Springer.CrossRefGoogle Scholar
Kolmogorov, A. N.. 1956. Foundations of the Theory of Probability. Trans. N. Morrison, 2nd ed. New York: Chelsea.Google Scholar
Lindley, D. 1982. “The Bayesian Approach to Statistics.” In Some Advances in Statistics, ed. Oliveria, J. de and Epstein, B.. New York: Academic Press.Google Scholar
Popper, K. R. 1959. The Logic of Scientific Discovery. London: Routledge.Google Scholar
Rao, M. 1988. “Paradoxes in Conditional Probability.” Journal of Multivariate Analysis 27 (2): 434–46.CrossRefGoogle Scholar
Rényi, A. 1955. “On a New Axiomatic Theory of Probability.” Acta Mathematica Hungarica 6 (3–4): 285335.Google Scholar
Rescorla, M. 2015. “Some Epistemological Ramifications of the Borel-Kolmogorov Paradox.” Synthese 192 (3): 735–67.CrossRefGoogle Scholar
Sauve, A. C., Hero, A., Rogers, W. L., Wilderman, S., and Clinthorne, N.. 1999. “3D Image Reconstruction for a Compton SPECT Camera Model.” IEEE Transactions on Nuclear Science 46 (6): 2075–84.CrossRefGoogle Scholar