A new statistical distribution: cubic rank transmuted Kumaraswamy distribution and its properties
Küçük Resim Yok
Tarih
2018
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
NATL SCIENCE FOUNDATION SRI LANKA
Erişim Hakkı
info:eu-repo/semantics/openAccess
Özet
This article suggests a new statistical distribution named 'Cubic rank transmuted Kumaraswamy distribution' using cubic rank transmutation map. Various statistical properties of this new distribution such as, hazard function and its graphics, moments, variance, coefficients of skewness and kurtosis, moment generating function and order statistics are examined. In estimation problem, the maximum likelihood estimators of unknown parameters of this distribution are derived. A Monte Carlo simulation study based on bias and mean square error criteria of this estimator is conducted. Also, this new distribution is compared with other well known distributions in terms of fitting to the total milk production proportion, operation and empirical datasets in previous studies.
Açıklama
Anahtar Kelimeler
Cubic rank transmutation map, cubic rank transmuted Kumaraswamy distribution, maximum likelihood estimation, Monte-Carlo simulation
Kaynak
JOURNAL OF THE NATIONAL SCIENCE FOUNDATION OF SRI LANKA
WoS Q Değeri
Q4
Scopus Q Değeri
Q3
Cilt
46
Sayı
4
