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

Authors

  • I. V. Ostroumov National Aviation University, Ukraine
  • A. G. Kukush National Aviation University, Ukraine
  • V. P. Kharchenko National Aviation University, Ukraine

DOI:

https://doi.org/10.3103/S0735272707110076

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.

References

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

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

D. Koks and E. Snell, Applied Statistic. Principles and Examples (Mir, Moscow, 1984) [Russian translation].

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Published

2007-11-07

Issue

Vol. 50 No. 11 (2007)

Section

Research Articles