M. Hashemi, J. Mateu, A. Zamani
{"title":"Periodically Correlated Space-Time Autoregressive Hilbertian Processes","authors":"M. Hashemi, J. Mateu, A. Zamani","doi":"10.2991/JSTA.D.210525.001","DOIUrl":null,"url":null,"abstract":"In this paper, we introduce periodically correlated space-time autoregressive processes with values in Hilbert spaces. The existence conditions and the strong law of large numbers are established. Moreover, we present an estimator for the autocorrelation parameter of such processes. © 2021 The Authors . Published by Atlantis Press B.V. This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).","PeriodicalId":45080,"journal":{"name":"Journal of Statistical Theory and Applications","volume":"29 1","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Statistical Theory and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/JSTA.D.210525.001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Mathematics","Score":null,"Total":0}
引用次数: 0
周期相关时空自回归希尔伯特过程
本文引入了Hilbert空间中具有值的周期相关时空自回归过程。建立了存在条件和强大数定律。此外,我们还给出了这类过程的自相关参数的估计量。©2021作者。这是一篇基于CC by-nc 4.0许可(http://creativecommons.org/licenses/by-nc/4.0/)的开放获取文章。
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