Skip to main content
Log in

The Influence of Distortions of the Prior Distribution on the Characteristics of the Sequential Test for Composite Hypotheses

  • Published:
Journal of Mathematical Sciences Aims and scope Submit manuscript

This study reports the influence of contamination-type distortions of the prior distribution density of the parameters on the conditional probabilities of erroneous decisions and the expected number of observations for sequential testing composite parametric hypotheses. Asymptotic expansions are constructed for the characteristics mentioned above that make it possible to estimate the deviations from the hypothetical values under distortions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. A. Wald, Sequential Analysis, Wiley, New York (1948).

    MATH  Google Scholar 

  2. B.K. Ghosh and P.K. Sen, Handbook on Sequential Analysis, Marcel Dekker, New York (1991).

    MATH  Google Scholar 

  3. S.A. Ayvazyan, “Comparison of the optimal properties of the Wald and Neyman-Pearson criteria,” Theor. Probab. Appl., 4, No. 1, 83–89 (1959).

    Article  MathSciNet  Google Scholar 

  4. D. Siegmund, Sequential Analysis. Tests and Confidence Intervals, Springer, New York (1985).

    Book  Google Scholar 

  5. P. J. Huber, Robust Statistics, John Wiley & Sons, New York (1981).

    Book  Google Scholar 

  6. P.X. Quang, “Robust sequential testing,” Ann. Statist., 13, No. 2, 638–649 (1985).

    Article  MathSciNet  Google Scholar 

  7. A. Kharin and D. Kishylau, “Robust sequential testing of hypotheses on discrete probability distributions,” Austrian J. Statist., 34, No. 2, 153–162 (2005).

    Google Scholar 

  8. A.Yu. Kharin, “The robustness of sequential testing hypotheses concerning the parameters of random sequences,” Statist. Meth. Estim. Test. Hypot., 16, 92–105 (2002).

    Google Scholar 

  9. A.Yu. Kharin, “On an approach to the analysis of a sequential likelihood ratio test for testing simple hypotheses,” Belarusian State Univ. Bull. Ser. Physics, Math., Informat., No. 1, 92–96 (2002).

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A.Yu. Kharin.

Additional information

Translated from Statisticheskie Metody Otsenivaniya i Proverki Gipotez, Vol. 22, pp. 35–42, 2010

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kharin, A. The Influence of Distortions of the Prior Distribution on the Characteristics of the Sequential Test for Composite Hypotheses. J Math Sci 267, 1–5 (2022). https://doi.org/10.1007/s10958-022-06100-7

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10958-022-06100-7

Navigation