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Survival analysis in living and engineering sciences

Diamoutene, Abdoulaye and Barro, Diakarya and Somda, Serge Manituo Aymar and Noureddine, Farid and Kamsu-Foguem, Bernard Survival analysis in living and engineering sciences. (2016) JP Journal of Biostatistics, 13 (2). 223-238. ISSN 0973-5143

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Official URL: https://doi.org/10.17654/BO013020223

Abstract

Survival or reliability analysis is one of the most significant advancements of statistics in the last quarter of the 20th century. This domain of statistics takes an important place in biomedical and industrial framework. In this paper, we propose a new baseline hazard function from extreme value theory. The newly suggested function is non-monotone and is named as a generalized extreme values baseline hazard function. We prove that this function satisfies hazard properties. A study of the characteristics of the function related to time is made. Conditions for applicability of the model are obtained.

Item Type:Article
HAL Id:hal-02135759
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Other partners > Centre Muraz (BURKINA FASO)
Other partners > Institut polytechnique rural de formation et de recherche appliquée - IPR/IFRA (MALI)
Other partners > Université Ouaga 2 (BURKINA FASO)
Laboratory name:
Statistics:download
Deposited By: Pascale Lalot
Deposited On:25 Apr 2019 13:57

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