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Information Entropy and Dose-Response Functions for Risk Analysis

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Maximum Entropy and Bayesian Methods

Part of the book series: Fundamental Theories of Physics ((FTPH,volume 50))

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Abstract

Estimating functions to predict dose-response functions below available experimental or epidemiological data is a great cause of controversy and economic impact. Information entropy is used to evaluate different forms of dose-response function for doses below epidemiological and experimental levels. When both the threshold dose and the mean response at some upper-end dose are known, the maximum-entropy dose-response function is found to be a horizontal line at the response related to the upper-end dose. However, when the threshold dose is uncertain as well, linear and various exponential dose-response functions can result.

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References

  • Howard, Ronald A. (1988), `Uncertainty About Probability: A Decision Analysis Perspective,’ Risk Analysis, 8, No. 1, March, pp. 91–98.

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  • Shannon, Claude E. (1948), `A Mathematical Theory of Communications,’ Bell System Technical Journal, 27, pp. 379–423 and pp. 623–656.

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  • Tribus, Myron (1969), Rational Descriptions, Decisions, and Designs, Pergamon Press, N.Y., 478 pp.

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© 1992 Springer Science+Business Media Dordrecht

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Lund, J.R., Englehardt, J.D. (1992). Information Entropy and Dose-Response Functions for Risk Analysis. In: Smith, C.R., Erickson, G.J., Neudorfer, P.O. (eds) Maximum Entropy and Bayesian Methods. Fundamental Theories of Physics, vol 50. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-2219-3_22

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  • DOI: https://doi.org/10.1007/978-94-017-2219-3_22

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4220-0

  • Online ISBN: 978-94-017-2219-3

  • eBook Packages: Springer Book Archive

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