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Estimation of correct recognition probability by Bayes’ equation in case of not precisely known distribution density

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Abstract

A procedure of estimation of correct recognition probability by Bayes’ equation in the case of not precisely known distribution density is suggested. Expression for error estimation considering inaccuracy of determination of distribution density is obtained. Variants of estimation of correct recognition probability for different sample volumes are resulted.

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References

  1. Sh. Zaks, The Theory of Statistical Conclusions (Mir, Moscow, 1975) [Russian translation].

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  2. E. S. Ventsel’, Probability Theory: Textbook for High School, 5th ed. (Vissh. Shkola, Moscow, 1998) [in Russian].

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Authors and Affiliations

  1. National Aviation University, Kyiv, Ukraine

    I. V. Ostroumov, A. G. Kukush & V. P. Kharchenko

Authors
  1. I. V. Ostroumov
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  2. A. G. Kukush
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  3. V. P. Kharchenko
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Additional information

Original Russian Text © I.V. Ostroumov, A.G. Kukush, V.P. Kharchenko, 2007, published in Izv. Vyssh. Uchebn. Zaved., Radioelektron., 2007, Vol. 50, No. 11, pp. 60–68.

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Ostroumov, I.V., Kukush, A.G. & Kharchenko, V.P. Estimation of correct recognition probability by Bayes’ equation in case of not precisely known distribution density. Radioelectron.Commun.Syst. 50, 629–636 (2007). https://doi.org/10.3103/S0735272707110076

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  • DOI: https://doi.org/10.3103/S0735272707110076

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