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On Parameter Estimation and Quantified Maxent

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Part of the book series: Fundamental Theories of Physics ((FTPH,volume 43))

Abstract

We give a Bayesian comparison between parameter estimation and free-form reconstruction by quantified MaxEnt. The evidence favours the latter prior for the example analysed, and we suggest that this may hold more generally.

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References

  • Bretthorst, G.L.: 1988, ‘Bayesian Spectrum Analysis and Parameter Estimation’, in Lecture Notes in Statistics 48, Springer-Verlag, New York.

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  • Bretthorst, G.L.: 1990, ‘Bayesian Analysis II: Model Selection’, J. Mag. Res. 88, 552–570.

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  • Gull, S.F.: 1988, ‘Bayesian Inductive Inference and Maximum Entropy’, in Maximum Entropy and Bayesian Methods in Science and Engineering, Vol. 1, G.J. Erickson and C.R. Smith (eds.), Kluwer, 53–74.

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  • Gull, S.F.: 1989, ‘Developments in Maximum Entropy Data Analysis’, in Maximum Entropy and Bayesian Methods, J. Skilling (ed.), Kluwer, 53–71.

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  • Skilling, J.: 1989, ‘Classic Maximum Entropy’, in Maximum Entropy and Bayesian Methods J. Skilling (ed.), Kluwer, 45–52.

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© 1991 Springer Science+Business Media Dordrecht

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Skilling, J. (1991). On Parameter Estimation and Quantified Maxent. In: Grandy, W.T., Schick, L.H. (eds) Maximum Entropy and Bayesian Methods. Fundamental Theories of Physics, vol 43. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-3460-6_25

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  • DOI: https://doi.org/10.1007/978-94-011-3460-6_25

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-010-5531-4

  • Online ISBN: 978-94-011-3460-6

  • eBook Packages: Springer Book Archive

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