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From Conditional Events to Conditional Measures: A New Axiomatic Approach

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Abstract

Our starting point is a definition of conditional event EH which differs from many seemingly “similar” ones adopted in the relevant literature since 1935, starting with de Finetti. In fact, if we do not assign the same “third” value u (“undetermined”) to all conditional events, but make it depend on EH, it turns out that this function t(EH) can be taken as a general conditional uncertainty measure, and we get (through a suitable – in a sense, “compulsory” – choice of the relevant operations among conditional events) the “natural” axioms for many different (besides probability) conditional measures.

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References

  1. P. Benvenuti and R. Mesiar, Pseudo-additive measures and triangular-norm-based conditioning, Annals of Mathematics and Artificial Intelligence, Selected papers from theWorkshop on Partial Knowledge and Uncertainty: Independence, Conditioning, Inference, Rome (2000) to appear.

  2. B. Bouchon-Meunier, G. Coletti and C. Marsala, Possibilistic conditional events, in: Proceedings IPMU 2000, Madrid, Spain (2000) pp. 1561-1566.

  3. G. Coletti, Coherent numerical and ordinal probabilistic assessments, IEEE Transactions on Systems, Man, and Cybernetics 24 (1994) 1747-1754.

    Google Scholar 

  4. G. Coletti and R. Scozzafava, Characterization of coherent conditional probabilities as a tool for their assessment and extension, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 4 (1996) 103-127.

    Google Scholar 

  5. G. Coletti and R. Scozzafava, Conditioning and inference in intelligent systems, Soft Computing 3(3) (1999) 118-130.

    Google Scholar 

  6. R.T. Cox, Probability, frequency and reasonable expectation, American Journal of Physics 14(1) (1946) 1-13.

    Google Scholar 

  7. B. de Finetti, Sul significato soggettivo della probabilità, Fundamenta Mathematicae 17 (1931) 298-329. English translation in: Induction and Probability, eds. P. Monari and D. Cocchi (CLUEB, Bologna, 1993) pp. 291-321.

    Google Scholar 

  8. B. de Finetti, La logique de la probabilité, in: Actes du Congrès International de Philosophie Scientifique, Vol. IV (Hermann, Paris, 1935) pp. 1-9.

    Google Scholar 

  9. B. de Finetti, Sull'impostazione assiomatica del calcolo delle probabilità, Annali Univ. Trieste 19 (1949) 3-55. English translation in: Probability, Induction, Statistics (Wiley, London, 1972) ch. 5.

    Google Scholar 

  10. T.L. Fine, Theories of Probability (Academic Press, New York, 1973).

    Google Scholar 

  11. J.Y. Halpern, A counterexample to theorems of Cox and Fine, Journal of Artificial Intelligence Research 10 (1999) 67-85.

    Google Scholar 

  12. C.H. Kraft, J.W. Pratt and A. Seidenberg, Intuitive probability on finite sets, Annals of Mathematical Statistics 30 (1959) 408-419.

    Google Scholar 

  13. J.B. Paris, The Uncertain Reasoner' Companion (Cambridge University Press, Cambridge, 1994).

    Google Scholar 

  14. A. Rényi, On conditional probability spaces generated by a dimensionally ordered set of measures, Theory of Probability and its Applications 1 (1956) 61-71.

    Google Scholar 

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Coletti, G., Scozzafava, R. From Conditional Events to Conditional Measures: A New Axiomatic Approach. Annals of Mathematics and Artificial Intelligence 32, 373–392 (2001). https://doi.org/10.1023/A:1016786121626

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  • DOI: https://doi.org/10.1023/A:1016786121626