Uncertain logistic regression models

doi:10.3934/math.2024512

	Uncertain logistic regression models
	Gao, Jinling1 ; Gong, Zengtai 2
	2024
发表期刊	AIMS MATHEMATICS
卷号	9 期号:5 页码:10478-10493
摘要	Logistic regression is a generalized nonlinear regression analysis model and is often used for data mining, automatic disease diagnosis, economic prediction, and other fields. In this paper, we first aimed to introduce the concept of uncertain logistic regression based on the uncertainty theory, as well as investigating the likelihood function in the sense of uncertain measure to represent the likelihood of unknown parameters.
关键词	uncertain logistic regression maximum likelihood estimation uncertainty theory
DOI	10.3934/math.2024512
收录类别	SCIE
语种	英语
WOS研究方向	Mathematics
WOS类目	Mathematics, Applied ; Mathematics
WOS记录号	WOS:001186951900008
出版者	AMER INST MATHEMATICAL SCIENCES-AIMS
原始文献类型	Article
EISSN	2473-6988
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.lzufe.edu.cn/handle/39EH0E1M/36171
专题	信息工程与人工智能学院
通讯作者	Gong, Zengtai
作者单位	1.Lanzhou Univ Finance & Econ, Sch Informat Engn & Artificial Intelligence, Lanzhou 730020, Peoples R China; 2.Northwest Normal Univ, Coll Math & Stat, Lanzhou 730070, Peoples R China
第一作者单位	兰州财经大学
推荐引用方式 GB/T 7714	Gao, Jinling,Gong, Zengtai. Uncertain logistic regression models[J]. AIMS MATHEMATICS,2024,9(5):10478-10493.
APA	Gao, Jinling,&Gong, Zengtai.(2024).Uncertain logistic regression models.AIMS MATHEMATICS,9(5),10478-10493.
MLA	Gao, Jinling,et al."Uncertain logistic regression models".AIMS MATHEMATICS 9.5(2024):10478-10493.