Abstract
Let R(X, B) denote the class of probability functions that are defined on algebra X and that represent rationally permissible degrees of certainty for a person whose total relevant background evidence is B. This paper is concerned with characterizing R(X, B) for the case in whichX is an algebra of propositions involving two properties and B is empty. It proposes necessary conditions for a probability function to be in R(X, B), some of which involve the notion of statistical dependence. The class of probability functions that satisfy these conditions, here denoted PI, includes a class that Carnap once proposed for the same situation. Probability functions in PI violate Carnap's axiom of analogy but, it is argued, that axiom should be rejected. A derivation of Carnap's model by Hesse has limitations that are not present in the derivation of PI given here. Various alternative probability models are considered and rejected.
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REFERENCES
Albert, J. H. and A. K. Gupta: 1983, 'Bayesian Estimation Methods for 2 × 2 Contingency Tables Using Mixtures of Dirichlet Distributions', Journal of the American Statistical Association 78, 708-717.
Carnap, R.: 1945, 'On Inductive Logic', Philosophy of Science 12, 72-97.
Carnap, R.: 1950, Logical Foundations of Probability, University of Chicago Press, Chicago. Second edition 1962.
Carnap, R.: 1952, The Continuum of Inductive Methods, University of Chicago Press, Chicago.
Carnap, R.: 1963a, 'Intellectual Autobiography', in Schilpp (ed.), 1963, pp. 1-84.
Carnap, R.: 1963b, 'Replies and Systematic Expositions', in Schilpp (ed.), 1963, pp. 859-1013.
Carnap, R.: 1975, 'Notes on Probability and Induction', in J. Hintikka (ed.), Rudolf Carnap, Logical Empiricist, Reidel, Dordrecht, pp. 293-324.
Carnap, R.: 1980, 'A Basic System of Inductive Logic, Part II', in Jeffrey (ed.), 1980, pp. 7-155.
Carnap, R. and R. C. Jeffrey (eds.): 1971, Studies in Inductive Logik and Probability, Vol. 1, University of California Press, Berkeley.
Carnap, P. and W. Stegmüller: 1959, Induktive Logik und Wahrscheinlichkeit. Springer, Wien.
Costantini, D.: 1983, 'Analogy by Similarity', Erkenntnis 20, 103-114.
Costantini, D. and U. Garibaldi: 1997, 'Predictive Laws of Association in Statistics and Physics', Erkenntnis 45, 399-422.
di Maio, M. C.: 1995, 'Predictive Probability and Analogy by Similarity in Inductive Logic', Erkenntnis 43, 369-394.
Epstein, L. D. and S. E. Fienberg: 1992, 'Bayesian Estimation in Multidimensional Contingency Tables', in P. K. Goel and N. S. Iyengar (eds.), Bayesian Analysis in Statistics and Econometrics, Springer, New York, pp. 27-41.
Festa, R.: 1993, Optimum Inductive Methods, Kluwer, Dordrecht.
Festa, R.: 1997, 'Analogy and Exchangeability in Predictive Inferences', Erkenntnis 45, 89-112.
Fine, T. L.: 1973, Theories of Probability, Academic Press, New York.
Good, I. J.: 1965, The Estimation of Probabilities, MIT Press, Cambridge, MA.
Hesse, M.: 1964, 'Analogy and Confirmation Theory', Philosophy of Science 31, 319-327.
Hintikka, J. and I. Niiniluoto: 1976, 'An Axiomatic Foundation for the Logic of Inductive Generalization', in M. Przełęcki, K. Szaniawski, and R. Wójcicki (eds.), Formal Methods in the Methodology of Empirical Sciences, Reidel, Dordrecht, pp. 57-81. Reprinted in Jeffrey (ed.) (1980).
Jeffrey, R. C. (ed.): 1980, Studies in Inductive Logic and Probability, Vol. 2, University of California Press, Berkeley.
Kuipers, T. A. F.: 1984, 'Two Types of Inductive Analogy by Similarity', Erkenntnis 21, 63-87.
Latorre, G.: 1984, 'Bayesian Inference in 2 × 2 and 2 × 2 × 2 Contingency Tables', Metron 42, 169-184.
Lindley, D. V.: 1964, 'The Bayesian Analysis of Contingency Tables', Annals of Mathematical Statistics 34, 1622-1643.
Niiniluoto, I.: 1981, 'Analogy and Inductive Logic', Erkenntnis 16, 1-34.
Niiniluoto, I.: 1988, 'Analogy and Similarity in Scientific Reasoning', in D. H. Helman (ed.), Analogical Reasoning, Kluwer, Dordrecht, pp. 271-298.
Schilpp, P. A. (ed.): 1963, The Philosophy of Rudolf Carnap, Open Court, La Salle, IL.
Skyrms, B.: 1993, 'Analogy by Similarity in Hyper-Carnapian Inductive Logic', in J. Earman, A. I. Janis, G. Massey, and N. Rescher (eds.), Philosophical Problems of the Internal and External Worlds, University of Pittsburgh Press, Pittsburgh, pp. 273-282.
Spohn, W.: 1981, 'Analogy and Inductive Logic: A Note on Niiniluoto', Erkenntnis 16, 35-52.
Wilks, S. S.: 1962, Mathematical Statistics, Wiley, New York.
Zabell, S. L.: 1997, 'Confirming Universal Generalizations', Erkenntnis 45, 267-283.
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Maher, P. Probabilities For Two Properties. Erkenntnis 52, 63–91 (2000). https://doi.org/10.1023/A:1005557828204
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DOI: https://doi.org/10.1023/A:1005557828204