A new lifetime model with regression models, characterizations and applications

Yousof, Haitham; ALTUN, EMRAH; Rasekhi, Mahdi; Alizadeh, Morad; Hamedani, G.; Ali, M.

doi:10.1080/03610918.2017.1377241

A new lifetime model with regression models, characterizations and applications

Atıf İçin Kopyala

Yousof H. M., ALTUN E., Rasekhi M., Alizadeh M., Hamedani G. G., Ali M. M.

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, cilt.48, sa.1, ss.264-286, 2019 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 48 Sayı: 1
Basım Tarihi: 2019
Doi Numarası: 10.1080/03610918.2017.1377241
Dergi Adı: COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.264-286
Hacettepe Üniversitesi Adresli: Evet

Özet

In this article, we introduce a new extension of Burr XII distribution called Topp Leone Generated Burr XII distribution. We derive some of its properties. Useful characterizations are presented. Simulation study is performed to assess the performance of the maximum likelihood estimators. Censored maximum likelihood estimation is presented in the general case of multi-censored data. The new location-scale regression model based on the proposed distribution is introduced. The usefulness of the proposed models is illustrated empirically by means of three real datasets.