{"title":"The proportional hazards model in reliability","authors":"T. Mazzuchi, R. Soyer, R. Spring","doi":"10.1109/ARMS.1989.49611","DOIUrl":null,"url":null,"abstract":"The regression model for survival analysis introduced by D.R. Cox (1972) was developed with applications to industrial reliability studies and medical studies in mind. While this model has had a significant impact on the biomedical field, it has received little attention in the reliability literature. An overview is presented of the Cox model (often referred to as the proportional hazards model), and the use of this model in several typical and important reliability applications is discussed. Possible extensions to the theory that arise out of these reliability applications are examined.<<ETX>>","PeriodicalId":430861,"journal":{"name":"Proceedings., Annual Reliability and Maintainability Symposium","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1989-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings., Annual Reliability and Maintainability Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ARMS.1989.49611","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13
Abstract
The regression model for survival analysis introduced by D.R. Cox (1972) was developed with applications to industrial reliability studies and medical studies in mind. While this model has had a significant impact on the biomedical field, it has received little attention in the reliability literature. An overview is presented of the Cox model (often referred to as the proportional hazards model), and the use of this model in several typical and important reliability applications is discussed. Possible extensions to the theory that arise out of these reliability applications are examined.<>
dr Cox(1972)提出的生存分析回归模型是考虑到工业可靠性研究和医学研究的应用而发展起来的。虽然该模型对生物医学领域产生了重大影响,但在可靠性文献中却很少受到关注。概述了Cox模型(通常称为比例风险模型),并讨论了该模型在几个典型和重要的可靠性应用中的应用。对这些可靠性应用产生的理论的可能扩展进行了检查。