{"title":"有限阶自回归过程的反演","authors":"Feroudja Aumorassi, Mouloud Goubi, Farida Slimi","doi":"10.20948/mathmontis-2023-57-2","DOIUrl":null,"url":null,"abstract":"In this paper we are interested by the inversion of any stationary and causal autoregressive process of order p, we give some recurrence relations satisfied by the coefficients of the infinite moving average process representation in the sense of Wold decomposition. We compute explicit formula of these coefficients and the corresponding auto-covariance function and we give the minimal value of q in mean square approximation of this autoregressive process with a moving average process of order q-1. The obtained results are explained by examples from the literature and our choice.","PeriodicalId":170315,"journal":{"name":"Mathematica Montisnigri","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"On the inversion of an autoregressive process of finite order\",\"authors\":\"Feroudja Aumorassi, Mouloud Goubi, Farida Slimi\",\"doi\":\"10.20948/mathmontis-2023-57-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we are interested by the inversion of any stationary and causal autoregressive process of order p, we give some recurrence relations satisfied by the coefficients of the infinite moving average process representation in the sense of Wold decomposition. We compute explicit formula of these coefficients and the corresponding auto-covariance function and we give the minimal value of q in mean square approximation of this autoregressive process with a moving average process of order q-1. The obtained results are explained by examples from the literature and our choice.\",\"PeriodicalId\":170315,\"journal\":{\"name\":\"Mathematica Montisnigri\",\"volume\":\"80 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mathematica Montisnigri\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.20948/mathmontis-2023-57-2\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mathematica Montisnigri","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20948/mathmontis-2023-57-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On the inversion of an autoregressive process of finite order
In this paper we are interested by the inversion of any stationary and causal autoregressive process of order p, we give some recurrence relations satisfied by the coefficients of the infinite moving average process representation in the sense of Wold decomposition. We compute explicit formula of these coefficients and the corresponding auto-covariance function and we give the minimal value of q in mean square approximation of this autoregressive process with a moving average process of order q-1. The obtained results are explained by examples from the literature and our choice.