南方科技大学知识苑(SUSTech KC): Parameter estimation for stochastic SIR model

题名	Parameter estimation for stochastic SIR model
作者	Li, Shuang; Xiong, Jie
通讯作者	Li, Shuang
发表日期	2024-08-01
DOI	10.1080/03610926.2024.2376683
发表期刊	COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 影响因子和分区
ISSN	0361-0926
EISSN	1532-415X
摘要	In this article, we study the parameter estimation problem of the continuous-time continuous-state stochastic SIR model in the context of discrete-time observations. Specifically, we propose estimators of the efficient contact rate and recovery rate based on weighted conditional least squares estimators (WCLSEs) and establish the relevant asymptotic distribution of the corresponding estimators under appropriate moment conditions.
关键词	Stochastic SIR model weighted conditional least square estimators weak convergence
相关链接	[来源记录]
收录类别	SCI ; EI
语种	英语
学校署名	第一 ; 通讯
资助项目	National Key R & D Program of China[2022YFA1006102] ; National Natural Science Foundation of China[11831010]
WOS研究方向	Mathematics
WOS类目	Statistics & Probability
WOS记录号	WOS:001287662200001
出版者	TAYLOR & FRANCIS INC
ESI学科分类	MATHEMATICS
来源库	Web of Science
引用统计
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/803284
专题	理学院_数学系
作者单位	Southern Univ Sci & Technol, Dept Math, Shenzhen 518055, Guangdong, Peoples R China
第一作者单位	数学系
通讯作者单位	数学系
第一作者的第一单位	数学系
推荐引用方式 GB/T 7714	Li, Shuang,Xiong, Jie. Parameter estimation for stochastic SIR model[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2024.
APA	Li, Shuang,&Xiong, Jie.(2024).Parameter estimation for stochastic SIR model.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS.
MLA	Li, Shuang,et al."Parameter estimation for stochastic SIR model".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS (2024).