On burr III-pareto distribution: Development, properties, characterizations and applications
Yükleniyor...
Dosyalar
Tarih
2019
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Univ Punjab
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this paper, a new four parameter lifetime model with increasing, decreasing, increasing-decreasing, decreasing-increasing-decreasing, modified bathtub, bathtub and inverted bathtub hazard rate function called Burr III-Pareto (BIII-Pareto) is developed on the basis of the T-X family technique. The BIII-Pareto density function is arc, J-shape, reverse J-shape, positively, negatively skewed and symmetrical. Some structural and mathematical properties including moments, moments of order statistics, inequality measures and reliability measures are theoretically established. The BIII-Pareto distribution is characterized via different techniques. Parameters of the BIII-Pareto distribution are estimated using maximum likelihood method. The simulation study for performance of the maximum likelihood estimates (MLEs) of parameters for the BIII-Pareto distribution is carried out. The potentiality of the BIII-Pareto distribution is demonstrated by its application to real data sets. Goodness of fit of this distribution through different methods is studied. The BIII-Pareto distribution is empirically better for lifetime applications.
Açıklama
Anahtar Kelimeler
Moments, Reliability, Characterizations, Maximum Likelihood Estimation
Kaynak
Pakistan Journal of Statistics and Operation Research
WoS Q Değeri
N/A
Scopus Q Değeri
Q1
Cilt
15
Sayı
2
Künye
Bhatti, F. A., Hamedani, G. G., Korkmaz, M. Ç., & Ahmad, M. (2019). On Burr III-Pareto Distribution: Development, Properties, Characterizations and Applications. Pakistan Journal of Statistics and Operation Research, 15 (2), 371-395.
