{"title":"随机环境下具有迁移的超临界分支过程的渐近性质","authors":"Yanqing Wang, Quansheng Liu","doi":"10.1515/eqc-2021-0030","DOIUrl":null,"url":null,"abstract":"Abstract This is a short survey about asymptotic properties of a supercritical branching process ( Z n ) (Z_{n}) with immigration in a stationary and ergodic or independent and identically distributed random environment. We first present basic properties of the fundamental submartingale ( W n ) (W_{n}) , about the a.s. convergence, the non-degeneracy of its limit 𝑊, the convergence in L p L^{p} for p ≥ 1 p\\geq 1 , and the boundedness of the harmonic moments E W n - a \\mathbb{E}W_{n}^{-a} , a > 0 a>0 . We then present limit theorems and large deviation results on log Z n \\log Z_{n} , including the law of large numbers, large and moderate deviation principles, the central limit theorem with Berry–Esseen’s bound, and Cramér’s large deviation expansion. Some key ideas of the proofs are also presented.","PeriodicalId":37499,"journal":{"name":"Stochastics and Quality Control","volume":"35 1","pages":"145 - 155"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Asymptotic Properties of a Supercritical Branching Process with Immigration in a Random Environment\",\"authors\":\"Yanqing Wang, Quansheng Liu\",\"doi\":\"10.1515/eqc-2021-0030\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Abstract This is a short survey about asymptotic properties of a supercritical branching process ( Z n ) (Z_{n}) with immigration in a stationary and ergodic or independent and identically distributed random environment. We first present basic properties of the fundamental submartingale ( W n ) (W_{n}) , about the a.s. convergence, the non-degeneracy of its limit 𝑊, the convergence in L p L^{p} for p ≥ 1 p\\\\geq 1 , and the boundedness of the harmonic moments E W n - a \\\\mathbb{E}W_{n}^{-a} , a > 0 a>0 . We then present limit theorems and large deviation results on log Z n \\\\log Z_{n} , including the law of large numbers, large and moderate deviation principles, the central limit theorem with Berry–Esseen’s bound, and Cramér’s large deviation expansion. Some key ideas of the proofs are also presented.\",\"PeriodicalId\":37499,\"journal\":{\"name\":\"Stochastics and Quality Control\",\"volume\":\"35 1\",\"pages\":\"145 - 155\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Stochastics and Quality Control\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1515/eqc-2021-0030\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Mathematics\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Stochastics and Quality Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1515/eqc-2021-0030","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: 2
摘要
摘要本文研究了平稳遍历或独立同分布随机环境下具有迁移的超临界分支过程(zn) {(Z_n)}的渐近性质。我们首先给出了基本次鞅(wn) {(W_n)}的基本性质,关于a.s.收敛性,极限的非简并性𝑊,当p≥1 p {}\geq 1时,L^在L^p中的收敛性,以及谐波矩E ^ W n- a \mathbb{E} W_n{^ }a, a{> a>0的有界性。在此基础上,我们给出了log ln zn }\log Z_n{上的极限定理和大偏差结果,包括大数定律、大偏差和中等偏差原理、Berry-Esseen界的中心极限定理和cram大偏差展开式。给出了证明的一些关键思想。}
Asymptotic Properties of a Supercritical Branching Process with Immigration in a Random Environment
Abstract This is a short survey about asymptotic properties of a supercritical branching process ( Z n ) (Z_{n}) with immigration in a stationary and ergodic or independent and identically distributed random environment. We first present basic properties of the fundamental submartingale ( W n ) (W_{n}) , about the a.s. convergence, the non-degeneracy of its limit 𝑊, the convergence in L p L^{p} for p ≥ 1 p\geq 1 , and the boundedness of the harmonic moments E W n - a \mathbb{E}W_{n}^{-a} , a > 0 a>0 . We then present limit theorems and large deviation results on log Z n \log Z_{n} , including the law of large numbers, large and moderate deviation principles, the central limit theorem with Berry–Esseen’s bound, and Cramér’s large deviation expansion. Some key ideas of the proofs are also presented.