Parameters estimation for mixed generalized inverted exponential distributions with type-II progressive hybrid censoring

Yuzhu TİAN; Aijun YANG; Erqian Lİ; Maozai TİAN

Makale detayları

Parameters estimation for mixed generalized inverted exponential distributions with type-II progressive hybrid censoring

Yazarlar:

Yuzhu TİAN | Aijun YANG | Erqian Lİ | Maozai TİAN

Yayıncı:

Hacettepe University

Ana Başlıklar:

Matematik

Dergi:

Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 4, pp.1023-1039

Belge Tipi:

Makale

Yayın Tarihi:

7/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000451904

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X

Özet:

 

The type-II progressive hybrid censoring scheme, which is a mixture of type-II progressive and hybrid censoring schemes, has become substantially fashionable due to its flexibility of allowing for random removals of the remaining survival units at each failure time and terminatingthe experiment at a pre-specied time. In the literature, this censoring scheme has been used to analyze lifetime data for general populationdistributions such as exponential distributions and Weibull distributions. However, we seldom focus on parameter estimations for the mixture distribution, which is an important class of models in reliability analysis. This paper aims to investigate the estimation problem of mixed generalized inverted exponential distribution (MGIED) under the type-II progressive hybrid censoring scheme. The maximum likelihood estimators (MLEs) of the model are obtained via EM algorithm. Some simulations are implemented and a case of analysis is provided to illustrate the proposed method.

Makale detayları

Parameters estimation for mixed generalized inverted exponential distributions with type-II progressive hybrid censoring

Yazarlar: Yuzhu TİAN | Aijun YANG | Erqian Lİ | Maozai TİAN

Yayıncı: Hacettepe University

Ana Başlıklar: Matematik

Dergi: Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 4, pp.1023-1039

Belge Tipi: Makale

Yayın Tarihi: 7/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000451904

Sıklık: İki Aylık

eISSN: 2651-477X

pISSN: 2651-477X

Sayı

Yazarlar:

Yuzhu TİAN | Aijun YANG | Erqian Lİ | Maozai TİAN

Yayıncı:

Hacettepe University

Ana Başlıklar:

Matematik

Dergi:

Hacettepe Journal of Mathematics and Statistics 2018 Vol.47 Issue 4, pp.1023-1039

Belge Tipi:

Makale

Yayın Tarihi:

7/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000451904

Sıklık:

İki Aylık

eISSN:

2651-477X

pISSN:

2651-477X