Modified-Lindley distribution and its applications to the real data

Coşkun KUŞ; Mustafa Çağatay KORKMAZ; İsmail KINACI; Kadir KARAKAYA; Yunus AKDOĞAN

doi:https://doi.org/10.31801/cfsuasmas.744141

Makale detayları

Modified-Lindley distribution and its applications to the real data

Yazarlar:

Coşkun KUŞ | Mustafa Çağatay KORKMAZ | İsmail KINACI | Kadir KARAKAYA | Yunus AKDOĞAN

Yayıncı:

Ankara University

Ana Başlıklar:

Matematik

Dergi:

Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 2022 Vol.71 Issue 1, pp.252-272

Belge Tipi:

Makale

Yayın Tarihi:

3/2022

Belge Dili:

İngilizce

Document ID (Org No.):

2000908864

Sıklık:

Üç Aylık

eISSN:

2618-6470

pISSN:

1303-5991

DOI:

https://doi.org/10.31801/cfsuasmas.744141

Özet:

 

In this paper, a new three-parameter lifetime distribution is proposed by mixing modified Weibull and generalized gamma distributions. The point estimation on the distribution parameters are discussed through several estimators. The interval estimation is also studied with two methods based on asymptotic normality and likelihood ratio. A Monte Carlo simulation study is performed to evaluate the biases and mean square errors behaviors of point estimates for a different sample of size. A simulation study is also conducted to investigate the coverage probabilities of confidence intervals. The distribution modeling analyses are provided based on several real data sets to demonstrate the fitting ability of the introduced distribution.

Makale detayları

Modified-Lindley distribution and its applications to the real data

Yazarlar: Coşkun KUŞ | Mustafa Çağatay KORKMAZ | İsmail KINACI | Kadir KARAKAYA | Yunus AKDOĞAN

Yayıncı: Ankara University

Ana Başlıklar: Matematik

Dergi: Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 2022 Vol.71 Issue 1, pp.252-272

Belge Tipi: Makale

Yayın Tarihi: 3/2022

Belge Dili: İngilizce

Document ID (Org No.): 2000908864

Sıklık: Üç Aylık

eISSN: 2618-6470

pISSN: 1303-5991

DOI: https://doi.org/10.31801/cfsuasmas.744141

Sayı

Yazarlar:

Coşkun KUŞ | Mustafa Çağatay KORKMAZ | İsmail KINACI | Kadir KARAKAYA | Yunus AKDOĞAN

Yayıncı:

Ankara University

Ana Başlıklar:

Matematik

Dergi:

Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 2022 Vol.71 Issue 1, pp.252-272

Belge Tipi:

Makale

Yayın Tarihi:

3/2022

Belge Dili:

İngilizce

Document ID (Org No.):

2000908864

Sıklık:

Üç Aylık

eISSN:

2618-6470

pISSN:

1303-5991

DOI:

https://doi.org/10.31801/cfsuasmas.744141