Abstract
In this work we present a demonstration for the multinomial version of de Finettiās 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.
- 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.
It is possible to find the distribution function inverting the characteristic function.
References
Bassetti F, Regazzini E (2008) The unsung de Finettiās first paper about exchangeability. Rendiconti di Matematica, Serie VII 28:1ā17
Bernardo JM, Smith AF (1994) Bayesian theory. Wiley, New York
Dale AI (1987) Two-dimensional moment problems. Math Scientist 12:21ā29
Dhrymes PJ (2000) Mathematics for econometrics, 3rd edn, Springer, New York
de Finetti B (1930) Funzione caratteristica di un fenomeno aleatorio. Memorie della Academia dei Lincei IV(5):86ā133
de Finetti B (1932) Funzione caratteristica di un fenomeno aleatorio. Atti del Congresso Internazionale dei Matematici, Bologna, 3ā10 Settembre 1928, pp 179ā190
de Finetti B (1972) Probability, induction and statistics: the art of guessing. Wiley, New York
Heath DL, Sudderth W (1976) De Finettiās Theorem for exchangeable random variables. Am Statist 30:333ā345
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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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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