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A Mathematica™ Package for Symbolic Bayesian Calculations

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Part of the book series: Fundamental Theories of Physics ((FTPH,volume 62))

Abstract

A package, BayesCalc, is presented that extends the standard possibilities of Mathematica. The implemented extensions allow the automatic, symbolic calculation of many operations needed in the daily application of Bayesian theory. The main feature of the package is the symbolic calculation of posterior probabilities.

Some examples are given to illustrate the proposed package.

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References

  1. S. Wolfram, Mathematica, A System for Doing Mathematics by Computer, Addison-Wesley Publishing Company, Inc., 1991

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  2. P. Desmedt, K. Thielemans, Technical aspects of the Mathematica package BayesCalc, ELIS Technical Report DG 93–13, 1993

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  3. E.T. Jaynes, Probability theory as logic, to be published

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  4. J.O. Berger, Statistical decision theory and Bayesian analysis, Springer-Verlag, 1985

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  5. H. Jeffreys, in Theory of probability, Oxford University Press, 1939

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  6. T.J. Loredo, From Laplace to supernova SN 1987A: Bayesian inference in astrophysics, in Maximum entropy and Bayesian methods, Dartmouth, Reidel, 1990, pp. 81–142

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© 1996 Springer Science+Business Media Dordrecht

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Desmedt, P., Lemahieu, I., Thielemans, K. (1996). A Mathematica™ Package for Symbolic Bayesian Calculations. In: Heidbreder, G.R. (eds) Maximum Entropy and Bayesian Methods. Fundamental Theories of Physics, vol 62. Springer, Dordrecht. https://doi.org/10.1007/978-94-015-8729-7_15

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  • DOI: https://doi.org/10.1007/978-94-015-8729-7_15

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4407-5

  • Online ISBN: 978-94-015-8729-7

  • eBook Packages: Springer Book Archive

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