Two-dimensional modeling of car reliability during warranty period

• Autorzy: Sliż Piotr , Wycinka Ewa , Jackowska Beata

Identyfikatory

DOI

10.20858/sjsutst.2023.121.14

• Języki publikacji: EN

Abstrakty

EN

The paper focuses on presenting the concept of two-dimensional modeling of passenger car reliability during the warranty period. The main objective of this paper is to detect the regularity in the intensity of the number of first failure reports during the warranty period. The two-dimensional distribution of the time and mileage of failure-free exploitation is estimated. The period from the date of purchase to the first warranty repair is analysed. The concept presented incorporates the existing state of knowledge on two-dimensional warranties, expanding it through the use of a nonparametric approach and probability smoothing with the use of P-splines. The estimation involved censored data, i.e., data on vehicles that were not submitted for warranty repair within the warranty limits of time and mileage. The originality of this paper entails the combination of a nonparametric approach with probability smoothing. The statistical analyses presented in the paper were carried out on a population of 1005 vehicles of two car brands sold and serviced in 2011-2021 at the Authorized Service Station (Dealership). There were sales, repair, and warranty claim databases.

Słowa kluczowe

EN

two-dimensional warranty; car warranty; claims; reliability analysis; survival analysis; nonparametric estimation; two-dimensional smoothing; P-splines

PL

gwarancja dwuwymiarowa; gwarancja samochodowa; roszczenia; analiza niezawodności; analiza przeżycia; estymacja nieparametryczna; wygładzanie dwuwymiarowe; P-splajny

• Wydawca: Wydawnictwo Politechniki Śląskiej
• Czasopismo: Zeszyty Naukowe. Transport / Politechnika Śląska
• Rocznik: 2023
• Tom: z. 121
• Strony: 223--239
• Opis fizyczny: Bibliogr. 27 poz.

Twórcy

autor

Sliż Piotr

• Faculty of Management, University of Gdańsk, Armii Krajowej 101 Street, 81-824 Sopot, Poland

• https://orcid.org/0000-0001-6776-3369

autor

Wycinka Ewa

• Faculty of Management, University of Gdańsk, Armii Krajowej 101 Street, 81-824 Sopot, Poland

• https://orcid.org/0000-0002-5237-3488

autor

Jackowska Beata

• Faculty of Management, University of Gdańsk, Armii Krajowej 101 Street, 81-824 Sopot, Poland

• https://orcid.org/0000-0002-2617-0150

Bibliografia

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