The unit generalized half normal distribution: A new bounded distribution with inference and application
Yükleniyor...
Tarih
2020
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Univ Politehnica Bucharest
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
In this paper, a new distribution defined on (0,1) bounded interval has been introduced. We define the distribution by transformation of a positive random variable (rv) with respect to exponential function. Basic distributional properties of newly defined distribution are studied. We pointed out the different estimation methods for its parameters’ estimations. We assess the performance of the estimators of these estimation methods by the simulation study. Application of the proposed distribution to a real data set shows better fit than many known distributions on the (0,1) interval.
Açıklama
Anahtar Kelimeler
Unit distributions, Unit generalized half normal distribution, Different estimation methods, Beta distribution
Kaynak
University Politehnica of Bucharest Scientific Bulletin-Series A-Applied Mathematics and Physics
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
Cilt
82
Sayı
2
Künye
Korkmaz, M. Ç.(2020) The unit generalized half normal distribution: A new bounded distribution with inference and application. University Politehnica of Bucharest Scientific Bulletin-Series A-Applied Mathematics and Physics, 82(2), 133-140.
