On error probabilities calculation for the truncated sequential probability ratio test
Journal of the Belarusian State University. Mathematics and Informatics, Tome 1 (2018), pp. 68-76.

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The truncated sequential probability ratio test of two simple hypotheses is considered for the model of independent non-identically distributed observations. The lower and upper bounds are given for the probability that the necessary number of observations to stop the test does not exceed a preassigned number. New inequalities for the error probabilities of type I and II are obtained to generalize the classic results. New approximations for the error probabilities of type I and II are constructed. The results are applied for the model of time series with trend. In addition, properties of a sequential test based on the least squares method parameter estimate at the moment of truncation are analyzed for the model of time series with trend. Computer experiment results are given.
Keywords: sequential probability ratio test; truncated test; error probabilities; time series with trend.
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A. J. Kharin; T. T. Tu. On error probabilities calculation for the truncated sequential probability ratio test. Journal of the Belarusian State University. Mathematics and Informatics, Tome 1 (2018), pp. 68-76. http://geodesic.mathdoc.fr/item/BGUMI_2018_1_a7/

[1] A. Wald, “Sequential analysis”, New York: John Wiley and Sons, 1947 | MR

[2] A. Yu. Kharin, “Robastnost baiesovskikh i posledovatelnykh statisticheskikh reshayuschikh pravil”, Minsk: BGU, 2013

[3] Z. Govindarajulu, “Sequential statistics”, Singapore: World Sci. Publ., 2004 | MR

[4] A. Kharin, D. Kishylau, “Robust sequential testing of hypotheses on discrete probability distributions”, Austrian J. Stat, 34(2) (2005), 153–162 | DOI

[5] A. Y. Kharin, “Performance and robustness evaluation in sequential hypotheses testing”, Commun. in Stat. – Theory and Methods, 45 (2016), 1693–1709 | DOI | MR | Zbl

[6] V. Galinskij, A. Kharin, “On minimax robustness of Bayesian statistical prediction”, Prob. Theory Math. Stat. Vilnius: TEV, 1999, 259–266 | Zbl

[7] A. Y. Kharin, “Robust bayesian prediction under distortions of prior and conditional distributions”, J. Math. Sci, 126 (2005), 992–997 | DOI | MR

[8] A. Yu. Kharin, T. T. Ton, “Posledovatelnaya statisticheskaya proverka gipotez o parametrakh vremennykh ryadov s trendom pri propuskakh nablyudenii”, Izvestiya NAN Belarusi. Seriya fiziko-matematicheskikh nauk, 2016, 38–46

[9] A. Y. Kharin, T. T. Ton, “Performance and robustness analysis of sequential hypotheses testing for time series with trend”, Austrian J. Stat, 46(3–4) (2017), 23–36 | DOI | MR

[10] C. R. Rao, “Linear statistical inference and its applications”, New York: Wiley, 1965 | MR

[11] E. G. Kounias, “Bounds for the probability of a union, with applications”, Ann. Math. Stat, 39(6) (1968), 2154–2158 | DOI | MR | Zbl

[12] M. Bilodeau, D. Brenner, “Theory of multivariate statistics”, New York: Springer. Verlag, 1999 | MR

[13] D. Hunter, “An upper bound for the probability of a union”, J. Appl. Probab, 13 (1976), 597–603 | DOI | MR | Zbl

[14] T. Anderson, “Statisticheskii analiz vremennykh ryadov”, Mir, 1976

[15] I. D. Coope, “On matrix trace inequalities and related topics for products of Hermitian matrices”, J. math. anal. appl, 188 (1994), 999–1001 | DOI | MR | Zbl