Scopus
YÖKSİS Eşleşti
Cubic rank transmuted generalized Gompertz distribution: properties and applications
Journal of Applied Statistics · Ocak 2023
YÖKSİS Kayıtları
Cubic rank transmuted generalized Gompertz distribution: properties and applications
Journal of Applied Statistics · 2023 SCI-Expanded
PROFESÖR BUĞRA SARAÇOĞLU →
Makale Bilgileri
DergiJournal of Applied Statistics
Yayın TarihiOcak 2023
Cilt / Sayfa50 · 195-213
Scopus ID2-s2.0-85122894765
Özet
In this paper, we introduce a new lifetime distribution as an alternative to generalized Gompertz, Gompertz distribution and its modified ones. This new distribution is a special case of the family of distributions introduced by Granzotto et al. [D.C.T. Granzotto, F. Louzada and N. Balakrishnan, Cubic rank transmuted distributions: inferential issues and applications., J. Stat. Comput. Simul. 87 (2017), pp. 2760–2778]. We obtain some characteristic properties of suggested distribution such as hazard function, ordinary moments, coefficient of skewness, coefficient of kurtosis, moment generating function, quantile function and median. We discuss three different methods of estimation to estimate the parameters of proposed distribution. A comprehensive Monte Carlo simulation study is performed in order to compare the performances of estimators according to mean square errors and biases. Finally, three real data applications are performed to illustrate usefulness of suggested distribution.
Yazarlar (2)
1
Caner Tanış
2
Buğra Saraçoğlu
Anahtar Kelimeler
cubic rank transmutation map
Cubic rank transmuted generalized gompertz distribution
least-square estimation
maximum product spacing estimation
Monte Carlo simulation
Kurumlar
Çankiri Karatekin Üniversitesi
Cankiri Turkey
Selçuk Üniversitesi
Selçuklu Turkey
Metrikler
1
Atıf
2
Yazar
5
Anahtar Kelime