Abstract
A canonical representation is obtained for the logarithm of the likelihood ratio. Limit theorems describing its asymptotic behavior are proved. Using these theorems, we study the rate of decrease of the probability of an error of the second-kind in the Neyman-Pearson test.
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Yu. N. Lin'kov,Asymptotic Methods of the Statistics of Random Processes [in Russian], Naukova Dumka, Kiev (1993).
Yu. N. Lin'kov and Munir al Shakhf, “Asymptotic distinguishing of renewal processes,”Ukr. Mat. Zh.,44, No. 10, 1382–1388 (1992).
J. Jacod, “Multivariate point processes: predictable projection, Radon-Nikodym derivatives, representation of martingales,”Z. Wahrscheinlichkeitstheorie,31, No. 3, 235–253 (1975).
Yu. N. Lin'kov, “Asymptotic properties of the local density of measures for counting processes,” in:New Trends in Probability and Statistics, TYP/VSP, Vol. 4, Utrecht-Moscow (1993), pp. 73–97.
R. Sh. Liptser and A. N. Shiryaev,Theory of Martingales [in Russian], Nauka, Moscow (1986).
R. Sh. Liptser, and A. N. Shiryaev, “The weak convergence of semimartingales to stochastically continuous processes with independent and conditionally independent increments,”Mat. Sb.,116, No. 3, 331–358 (1981).
Yu. N. Lin'kov,Asymptotic Distinguishing of Two Simple Statistical Hypotheses [in Russian], Preprint No. 86.45, Institute of Mathematics, Ukrainian Academy of Sciences, Kiev (1986).
C. R. Rao,Linear Statistical Inference and its Applications, Wiley, New York (1965).
Yu. N. Lin'kov,Methods for Solving Asymptotic Problems of Testing Two Simple Statistical Hypotheses [in Russian], Preprint No. 89.05, Institute of Applied Mathematics and Mechanics, Ukrainian Academy of Sciences, Donetsk (1989).
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Translated from Ukrainskii Matematicheskii Zhurnal, Vol. 45, No. 7, pp. 972–979, July, 1993.
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Lin'kov, Y.N. Asymptotic distinction of counting processes. Ukr Math J 45, 1077–1085 (1993). https://doi.org/10.1007/BF01057454
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DOI: https://doi.org/10.1007/BF01057454