The extremal index and clustering of high values for derived stationary sequences

Author:

Weissman Ishay,Cohen Uri

Abstract

Given a sequence of independent identically distributed random variables, we derive a moving-maximum sequence (with random translations). The extremal index of the derived sequence is computed and the limiting behaviour of clusters of high values is studied. We are then given two or more independent stationary sequences whose extremal indices are known. We derive a new stationary sequence by taking either a pointwise maximum or by a mixture of the original sequences. In each case, we compute the extremal index of the derived sequence.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference20 articles.

1. An extremal markovian sequence

2. Leadbetter M.R. , Weissman I. , De Haan L. and Rootzen H. (1989) On clustering of high values in stationary series. International Meeting on Statistical Climatology, Rotorua, New Zealand.

3. Asymptotic Extremes for $m$-Dependent Random Variables

4. The maximum term of uniformly mixing stationary processes

5. Extremes and local dependence in stationary sequences

Cited by 15 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On Maxima of Stationary Delay in the $${M/G/2}$$ Systems;Moscow University Computational Mathematics and Cybernetics;2024-06

2. Basic Results of Extreme Value Theory;Springer Series in Operations Research and Financial Engineering;2024

3. Measuring Extremal Clustering in Time Series;ITISE 2023;2023-07-06

4. Extremal behaviour of a periodically controlled sequence with imputed values;Statistical Papers;2021-02-06

5. On the maxima and minima of complete and incomplete samples from nonstationary random fields;Statistics & Probability Letters;2018-06

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3