{"title":"无限维度的Ornstein-Uhlenbeck过程由lsamvy过程驱动","authors":"D. Applebaum","doi":"10.1214/14-PS249","DOIUrl":null,"url":null,"abstract":"We review the probabilistic properties of Ornstein-Uhlenbeck \nprocesses in Hilbert spaces driven by Levy processes. The emphasis is on \nthe different contexts in which these processes arise, such as stochastic partial \ndifferential equations, continuous-state branching processes, generalised \nMehler semigroups and operator self-decomposable distributions. We also \nexamine generalisations to the case where the driving noise is cylindrical.","PeriodicalId":46216,"journal":{"name":"Probability Surveys","volume":"12 1","pages":"33-54"},"PeriodicalIF":1.4000,"publicationDate":"2014-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1214/14-PS249","citationCount":"24","resultStr":"{\"title\":\"Infinite dimensional Ornstein-Uhlenbeck processes driven by Lévy processes\",\"authors\":\"D. Applebaum\",\"doi\":\"10.1214/14-PS249\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We review the probabilistic properties of Ornstein-Uhlenbeck \\nprocesses in Hilbert spaces driven by Levy processes. The emphasis is on \\nthe different contexts in which these processes arise, such as stochastic partial \\ndifferential equations, continuous-state branching processes, generalised \\nMehler semigroups and operator self-decomposable distributions. We also \\nexamine generalisations to the case where the driving noise is cylindrical.\",\"PeriodicalId\":46216,\"journal\":{\"name\":\"Probability Surveys\",\"volume\":\"12 1\",\"pages\":\"33-54\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2014-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1214/14-PS249\",\"citationCount\":\"24\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Probability Surveys\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1214/14-PS249\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"STATISTICS & PROBABILITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Probability Surveys","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1214/14-PS249","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"STATISTICS & PROBABILITY","Score":null,"Total":0}
Infinite dimensional Ornstein-Uhlenbeck processes driven by Lévy processes
We review the probabilistic properties of Ornstein-Uhlenbeck
processes in Hilbert spaces driven by Levy processes. The emphasis is on
the different contexts in which these processes arise, such as stochastic partial
differential equations, continuous-state branching processes, generalised
Mehler semigroups and operator self-decomposable distributions. We also
examine generalisations to the case where the driving noise is cylindrical.