Abstract
In this paper, we investigate the asymptotic behavior of the multivariate record values by using the Reduced Ordering Principle (R-ordering). Necessary and sufficient conditions for weak convergence of the multivariate record values based on sup-norm are determined. Some illustrative examples are given.
(Communicated by Gejza Wimmer)
Acknowledgement
The authors are very grateful to the anonymous referees for their insightful review and constructive suggestions that enabled the authors to improve the paper significantly.
References
[1] ABD Elgawad, M. A.—Barakat, H. M.—Shengwu Xiong: Limit distributions of random record model in a stationary Gaussian sequence Comm. Statist. Theory Methods 49 (2020), 1099{1119.10.1080/03610926.2018.1554131Search in Google Scholar
[2] Ahsanullah, M.: Record Statistics Nova Science, New York, 1995.Search in Google Scholar
[3] Arnold, B. C.—Balakrishnan, N.—Nagaraja, H. N.: A First Course in Order Statistics John Wiley, New York, 1992.Search in Google Scholar
[4] Arnold, B. C.—Balakrishnan, N.—Nagaraja, H. N.: Records Wiley, New York, 1998.10.1002/9781118150412Search in Google Scholar
[5] Bayramoglu, I. G.: Progressive Type II censored order statistics for multivariate observations J. Multivar. Anal. 97 (2006), 797{809.10.1016/j.jmva.2005.05.002Search in Google Scholar
[6] Bayramoglu, I. G.: On the records of multivariate random sequences Metrika 79 (2016), 725{747.10.1007/s00184-016-0575-ySearch in Google Scholar
[7] Bairamov, I. G.—Gebizlioglu, O. L.: On the ordering of random vectors in a norm sense J. Appl. Stat. Sci. 6 (1998), 77{86.Search in Google Scholar
[8] Barakat, H. M.: Asymptotic properties of bivariate random extremes J. Statist. Plann. Inference 61 (1997), 203{217.10.1016/S0378-3758(96)00157-7Search in Google Scholar
[9] Barakat, H. M.: Weak limit of the sample extremal quotient Aust. N. Z. J. Stat. 40 (1998), 83{93.10.1111/1467-842X.00009Search in Google Scholar
[10] Barakat, H. M.: Continuability of local weak limits for record values Statistics 44 (2010), 269{274.10.1080/02331880903043207Search in Google Scholar
[11] Barakat, H. M.—ABD Elgawad, M. A.: Asymptotic behavior of the joint record values, with applications Stat. Probab. Lett. 124 (2017), 13{21.10.1016/j.spl.2016.12.020Search in Google Scholar
[12] Barakat, H. M.—ABD Elgawad, M. A.: Asymptotic behavior of the record values in a stationary Gaussian sequence with applications Math. Slovaca 69 (2019), 707{720.10.1515/ms-2017-0259Search in Google Scholar
[13] Barakat, H. M.—Nigm, E. M.—Harpy, M. H.: Asymptotic behavior of the maximum of multivariate order statistics in a norm sense Braz. J. Probab. Stat. 34 (2020), 868‒884.10.1214/19-BJPS465Search in Google Scholar
[14] Barnet, V.: The ordering of multivariate data J. R. Statist. Soc. A. 139 (1976), 318‒343.10.2307/2344839Search in Google Scholar
[15] Bruss, F. T.—Rogers, L. C. G.: Pascal processes and their characterization Stoch. Process. Appl. 38 (1991), 331‒338.10.1016/0304-4149(91)90052-ESearch in Google Scholar
[16] Chandler, K. N.: The distribution and frequency of record values J. Roy. Statist. Soc. Ser. B 14 (1952), 220‒228.10.1111/j.2517-6161.1952.tb00115.xSearch in Google Scholar
[17] Galambos, J.: The Asymptotic Theory of Extreme Order Statistics New York, Wiley, FI (2nd ed.), 1987.Search in Google Scholar
[18] Gnedin, A.: Records from a multivariate sample Stat. Probab. Lett. 39 (1998), 11‒15.10.1016/S0167-7152(98)00004-2Search in Google Scholar
[19] Hashorva, E.—HÜsler, J.: Multiple maxima in multivariate samples Stat. Probab. Lett. 75 (2005), 11‒17.10.1016/j.spl.2005.05.014Search in Google Scholar
[20] Resnick, S. I.: Limit laws for record values Stoch. Process. Appl. 1 (1973), 67‒82.10.1016/0304-4149(73)90033-1Search in Google Scholar
[21] Shorrock, R. W.: Record values and inter-record times J. App. Probab. 10 (1973), 543‒555.10.1017/S002190020011842XSearch in Google Scholar
© 2020 Mathematical Institute Slovak Academy of Sciences
Articles in the same Issue
- Regular papers
- Fuzzy deductive systems of RM algebras
- Congruence pairs of principal MS-algebras and perfect extensions
- The lattices of 𝔏-fuzzy state filters in state residuated lattices
- Central lifting property for orthomodular lattices
- EQ-Modules
- On the exponential Diophantine equation Pxn + Pxn+1 + ⋯ + Pxn+k-1 = Pm
- Remarks on some generalization of the notion of microscopic sets
- Disjointness of composition operators on Hv0 spaces
- A common fixed point theorem for non-self mappings in strictly convex menger PM-spaces
- The Poincaré-Cartan forms of one-dimensional variational integrals
- Coarse cohomology with twisted coefficients
- Divisible extension of probability
- Asymptotic behavior of the records of multivariate random sequences in a norm sense
- Strong convergence of the functional nonparametric relative error regression estimator under right censoring
- A new kumaraswamy generalized family of distributions: Properties and applications
- Efficient message transmission via twisted Edwards curves
- Computation of several Hessenberg determinants
Articles in the same Issue
- Regular papers
- Fuzzy deductive systems of RM algebras
- Congruence pairs of principal MS-algebras and perfect extensions
- The lattices of 𝔏-fuzzy state filters in state residuated lattices
- Central lifting property for orthomodular lattices
- EQ-Modules
- On the exponential Diophantine equation Pxn + Pxn+1 + ⋯ + Pxn+k-1 = Pm
- Remarks on some generalization of the notion of microscopic sets
- Disjointness of composition operators on Hv0 spaces
- A common fixed point theorem for non-self mappings in strictly convex menger PM-spaces
- The Poincaré-Cartan forms of one-dimensional variational integrals
- Coarse cohomology with twisted coefficients
- Divisible extension of probability
- Asymptotic behavior of the records of multivariate random sequences in a norm sense
- Strong convergence of the functional nonparametric relative error regression estimator under right censoring
- A new kumaraswamy generalized family of distributions: Properties and applications
- Efficient message transmission via twisted Edwards curves
- Computation of several Hessenberg determinants