Asymptotic behavior of the record values in a stationary Gaussian sequence, with applications

Author:

Barakat Haroon M.1,Abd Elgawad M. A.23

Affiliation:

1. Department of Mathematics , Faculty of Science , Zagazig University , Zagazig , 44519 , Egypt

2. School of Computer Science and Technology , Wuhan University of Technology , Wuhan , 430070 , China

3. Department of Mathematics , Faculty of Science , Benha University , Benha , 13518 , Egypt

Abstract

Abstract In this paper, we study the limit distributions of upper and lower record values of a stationary Gaussian sequence under an equi-correlated set up. Moreover, the class of limit distribution functions (df’s) of the joint upper (and the lower) record values of a stationary Gaussian sequence is fully characterized. As an application of this result, the sufficient conditions for the weak convergence of the record quasi-range, record quasi-mid-range, record extremal quasi-quotient and record extremal quasi-product are obtained. Moreover, the classes of the non-degenerate limit df’s of these statistics are derived.

Publisher

Walter de Gruyter GmbH

Subject

General Mathematics

Reference22 articles.

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2. Arnold, B. C.—Balakrishnan, N.—Nagaraja, H. N.: Records, New York: Wiley, 1998.

3. Ballerini, R.—Resnick, S. I.: Records from improving populations, J. Appl. Probab. 22 (1987), 487–502.

4. Barakat, H. M.: Weak limit of the sample extremal quotient, Austral. & New Zealand J. of Statist. 40(1) (1998), 83–93.

5. Barakat, H. M.: Measuring the asymptotic dependence between generalized order statistics, J. Stat. Theory Appl. (JSTA) 6 (2)(2007), 106–117.

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