A Simple Proof for the Multinomial Version of the Representation Theorem

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The Contribution of Young Researchers to Bayesian Statistics

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 63))

Abstract

In this work we present a demonstration for the multinomial version of de Finettiā€™s Representation Theorem. We use characteristic functions, following his first demonstration for binary random quantities, but simplify the argument through forward operators.

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Notes

  1. 1.

    See [1, 5, 6].

  2. 2.

    The limits with forward operators are well defined because the set of polynomial operators induces an algebra that is isomorphic to the algebra of polynomials in real or complex variables. See [4].

  3. 3.

    It is possible to find the distribution function inverting the characteristic function.

References

  1. Bassetti F, Regazzini E (2008) The unsung de Finettiā€™s first paper about exchangeability. Rendiconti di Matematica, Serie VII 28:1ā€“17

    MathSciNetĀ  MATHĀ  Google ScholarĀ 

  2. Bernardo JM, Smith AF (1994) Bayesian theory. Wiley, New York

    BookĀ  MATHĀ  Google ScholarĀ 

  3. Dale AI (1987) Two-dimensional moment problems. Math Scientist 12:21ā€“29

    MathSciNetĀ  MATHĀ  Google ScholarĀ 

  4. Dhrymes PJ (2000) Mathematics for econometrics, 3rd edn, Springer, New York

    BookĀ  MATHĀ  Google ScholarĀ 

  5. de Finetti B (1930) Funzione caratteristica di un fenomeno aleatorio. Memorie della Academia dei Lincei IV(5):86ā€“133

    Google ScholarĀ 

  6. de Finetti B (1932) Funzione caratteristica di un fenomeno aleatorio. Atti del Congresso Internazionale dei Matematici, Bologna, 3ā€“10 Settembre 1928, pp 179ā€“190

    Google ScholarĀ 

  7. de Finetti B (1972) Probability, induction and statistics: the art of guessing. Wiley, New York

    MATHĀ  Google ScholarĀ 

  8. Heath DL, Sudderth W (1976) De Finettiā€™s Theorem for exchangeable random variables. Am Statist 30:333ā€“345

    MathSciNetĀ  Google ScholarĀ 

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Acknowledgements

Marcio Diniz was supported by FAPESP (Sao Paulo Research Foundation), under the project 2012/14764-0, and wishes to thank SYSTeMs Research Group at Ghent University for its hospitality and support.

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Correspondence to Marcio A. Diniz .

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Diniz, M.A., Polpo, A. (2014). A Simple Proof for the Multinomial Version of the Representation Theorem. In: Lanzarone, E., Ieva, F. (eds) The Contribution of Young Researchers to Bayesian Statistics. Springer Proceedings in Mathematics & Statistics, vol 63. Springer, Cham. https://doi.org/10.1007/978-3-319-02084-6_4

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