A new extended log-Weibull regression: Simulations and applications

Gauss M. CORDEİRO; M.h. TAHİR; Julio Cezar SOUZA VASCONCELOS; Edwin M.m. ORTEGA; M. Adnan HUSSAİN

doi:https://doi.org/10.15672/hujms.779454

Makale detayları

A new extended log-Weibull regression: Simulations and applications

Yazarlar:

Gauss M. CORDEİRO | M.h. TAHİR | Julio Cezar SOUZA VASCONCELOS | Edwin M.m. ORTEGA | M. Adnan HUSSAİN

Yayıncı:

Hacettepe University

Ana Başlıklar:

Analiz

Dergi:

Hacettepe Journal of Mathematics and Statistics 2021 Vol.50 Issue 3, pp.855-871

Belge Tipi:

Makale

Yayın Tarihi:

6/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000450675

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X

DOI:

https://doi.org/10.15672/hujms.779454

Özet:

 

The induction of one or more parameter(s) in parent distributions opened new doors for flexible modeling in modern distribution theory. Among well-established generalized (G) classes for flexible modeling, the exponentiated-G, Marshall-Olkin-G and odd log-logistic-G families offer induction of one additional parameter while the beta-G and Kumaraswamy-G classes offer two extra shape parameters. The Marshall-Olkin-odd-loglogistic-G (MOOLL-G) family serves as an alternative to the beta-G and Kumaraswamy-G classes. A new motivation for the MOOLL-G family for competing risk scenarios, some useful properties, and parameter estimation are addressed. The new log-MOOLL-Weibull regression is useful for analysis of real life data. The accuracy of the estimates and the residuals is addressed via Monte Carlo simulations. The presented models outperform some other well-known models.

Makale detayları

A new extended log-Weibull regression: Simulations and applications

Yazarlar: Gauss M. CORDEİRO | M.h. TAHİR | Julio Cezar SOUZA VASCONCELOS | Edwin M.m. ORTEGA | M. Adnan HUSSAİN

Yayıncı: Hacettepe University

Ana Başlıklar: Analiz

Dergi: Hacettepe Journal of Mathematics and Statistics 2021 Vol.50 Issue 3, pp.855-871

Belge Tipi: Makale

Yayın Tarihi: 6/2021

Belge Dili: İngilizce

Document ID (Org No.): 2000450675

Sıklık: İki Aylık

eISSN: 2651-477X

pISSN: 2651-477X

DOI: https://doi.org/10.15672/hujms.779454

Sayı

Yazarlar:

Gauss M. CORDEİRO | M.h. TAHİR | Julio Cezar SOUZA VASCONCELOS | Edwin M.m. ORTEGA | M. Adnan HUSSAİN

Yayıncı:

Hacettepe University

Ana Başlıklar:

Analiz

Dergi:

Hacettepe Journal of Mathematics and Statistics 2021 Vol.50 Issue 3, pp.855-871

Belge Tipi:

Makale

Yayın Tarihi:

6/2021

Belge Dili:

İngilizce

Document ID (Org No.):

2000450675

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X

DOI:

https://doi.org/10.15672/hujms.779454