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The xgamma family: Censored regression modelling and applications

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info:eu-repo/semantics/closedAccess

Date

2020

Author

Cordeiro, Gauss M.
Altun, Emrah
Korkmaz, Mustafa Çağatay
Pescim, Rodrigo R.
Afify, Ahmed Z.
Yousof, Haitham M.

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Citation

Cordeiro, G. M., Altun, E., Korkmaz, M. C., Pescim, R. R., Afify, A. Z., & Yousof, H. M. (2020). The xgamma Family: Censored Regression Modelling and Applications. REVSTAT–Statistical Journal, 18(5), 593-612.

Abstract

In this paper, a new family of distributions with one extra shape parameter, called the xgamma-G, is proposed. comprehensive treatment of some of its mathematical properties including ordinary and incomplete moments and quantile and generating functions are derived. The unknown model parameters are estimated by the maximum likelihood method and the performance of the maximum likelihood estimators are assessed via two extensive simulation studies. Additionally, the log-location-scale regression model for censored data based on a special member of the family is introduced. The usefulness of the proposed models is illustrated utilizing three real data sets.

Source

Revstat Statistical Journal

Volume

18

Issue

5

URI

https://hdl.handle.net/11494/2395

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  • Eğitim Bilimleri Bölümü Koleksiyonu [106]
  • Scopus İndeksli Yayınlar Koleksiyonu [895]
  • WoS İndeksli Yayınlar Koleksiyonu [1155]



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