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An application of nonprarametric Cox regression model in reliability analysis: a case study
Kybernetika, Tome 40 (2004) no. 5, pp. 639-648 Cet article a éte moissonné depuis la source Czech Digital Mathematics Library

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The contribution deals with an application of the nonparametric version of Cox regression model to the analysis and modeling of the 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 an application of the nonparametric version of Cox regression model to the analysis and modeling of the 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.
Classification : 05C90, 60G55, 62G08, 62N05, 90B25
Keywords: hazard rate; counting process; Cox model; nonparametric regression; local likelihood; time-to-failure 
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     title = {An application of nonprarametric {Cox} regression model in reliability analysis: a case study},
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Volf, Petr. An application of nonprarametric Cox regression model in reliability analysis: a case study. Kybernetika, Tome 40 (2004) no. 5, pp. 639-648. http://geodesic.mathdoc.fr/item/KYB_2004_40_5_a8/

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