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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en) V příspěvku je připomenuta metoda lokální věrohodnosti pro statistickou analýzu neparametrické verze Coxova regresního modelu. Metoda je aplikována na studii s reálnými daty o životnosti technických zařízení. Zároveň je testována, pomocí zobecněných reziduálů a grafického testu dobré shody, vhodnost Coxova modelu (cs)
Title	An application of nonparametric Cox regression model in reliability analysis: A case study Aplikace neparametrické verze Coxova regresního modelu v analýze spolehlivosti, s případovou studií (cs) An application of nonparametric Cox regression model in reliability analysis: A case study (en)
skos:prefLabel	An application of nonparametric Cox regression model in reliability analysis: A case study Aplikace neparametrické verze Coxova regresního modelu v analýze spolehlivosti, s případovou studií (cs) An application of nonparametric Cox regression model in reliability analysis: A case study (en)
skos:notation	RIV/67985556:_____/04:00106448!RIV/2005/GA0/A16005/N
http://linked.open.../vavai/riv/strany	639;648
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA201/02/0049), P(GA402/01/0539), Z(AV0Z1075907)
http://linked.open...iv/cisloPeriodika	5
http://linked.open...vai/riv/dodaniDat	2005
http://linked.open...aciTvurceVysledku	Volf, Petr
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	554060
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/04:00106448
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	hazard rate;nonparametric regression;Cox model (en)
http://linked.open.../riv/klicoveSlovo	Cox model nonparametric regression hazard rate
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[E66FA0FDF268]
http://linked.open...i/riv/nazevZdroje	Kybernetika
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Models of random point processes and methods of their statistical analysis in control of reliability of systems Development and Decision under Uncertainty in Economic Time Dependent Systems
http://linked.open...UplatneniVysledku	2004
http://linked.open...v/svazekPeriodika	40
http://linked.open...iv/tvurceVysledku	Volf, Petr
http://linked.open...n/vavai/riv/zamer	Uncertainty methods in theoretical cybernetics: system identification, information processing, decision-making, and control
issn	0023-5954
number of pages	10 (xsd:int)

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