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A new flexible lifetime model with log-location regression modeling, properties and applications

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info:eu-repo/semantics/closedAccess

Date

2019

Author

Korkmaz, Mustafa Çağatay
Altun, Emrah
Alizadeh, Morad
Yousof, Haitham M.

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Citation

Korkmaz, M. Ç., Altun, E., Alizadeh, M., & Yousof, H. M. (2019). A new flexible lifetime model with log-location regression modeling, properties and applications. Journal of Statistics and Management Systems, 22(5), 871-891.

Abstract

In this paper, we propose a new lifetime model for modeling fatigue lifetime data. Some of its statistical properties are obtained. The method of maximum likelihood is used to estimate the model parameters. Simulation study is given to demonstrate the maximum likelihood estimators of the parameters of proposed model. Moreover, a new log-location-scale regression model is introduced with its residuals analysis. Three applications to real data sets are given to prove the usefulness of proposed model in real data modeling.

Source

Journal of Statistics and Management Systems

Volume

22

Issue

5

URI

https://doi.org/10.1080/09720510.2019.1572980
https://hdl.handle.net/11494/2484

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  • Eğitim Bilimleri Bölümü Koleksiyonu [169]
  • WoS İndeksli Yayınlar Koleksiyonu [1175]



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