An application of nonparametric Cox regression model in reliability analysis: A case study

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SYSNO ASEP	0106448
Document Type	J - Journal Article
R&D Document Type	Journal Article
Subsidiary J	Ostatní články
Title	An application of nonparametric Cox regression model in reliability analysis: A case study
Title	Aplikace neparametrické verze Coxova regresního modelu v analýze spolehlivosti, s případovou studií
Author(s)	Volf, Petr (UTIA-B)_{RID, ORCID}
Source Title	Kybernetika. - : Ústav teorie informace a automatizace AV ČR, v. v. i. - ISSN 0023-5954 Roč. 40, č. 5 (2004), s. 639-648
Number of pages	10 s.
Language	eng - English
Country	CZ - Czech Republic
Keywords	hazard rate ; nonparametric regression ; Cox model
Subject RIV	BB - Applied Statistics, Operational Research
R&D Projects	GA201/02/0049 GA ČR - Czech Science Foundation (CSF)
	GA402/01/0539 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z1075907 - UTIA-B
Annotation	The contribution deals with the application of nonparametric version of the Cox regression model to the analysis of failure rate of technical devices. The objective is to recall the method of statistical analysis of such a model, to adapt it to the real-case study, and in such a way to demonstrate the flexibility of the Cox model. The goodness-of-fit of the model is tested, too, with the aid of the graphical test procedure based on generalized residuals.
Workplace	Institute of Information Theory and Automation
Contact	Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
Year of Publishing	2005

Number of the records: 1