Scopus
🔓 Açık Erişim YÖKSİS Eşleşti
The Binomial-Discrete Poisson-Lindley Model: Modeling and Applications to Count Regression
Communications in Mathematical Research · Kasım 2022
YÖKSİS Kayıtları
The Binomial-Discrete Poisson-Lindley Model: Modeling and Applications to Count Regression
Communications in Mathematical Research · 2022 Mathematical Reviews, Zentralblatt fur Mathematik
DOÇENT YUNUS AKDOĞAN →
The Binomial-Discrete Poisson-Lindley Model: Modeling and Applications to Count Regression
Communications in Mathematical Research · 2022 zbMath
DOÇENT KADİR KARAKAYA →
Makale Bilgileri
DergiCommunications in Mathematical Research
Yayın TarihiKasım 2022
Cilt / Sayfa38 · 28-51
Scopus ID2-s2.0-105023687988
Erişim🔓 Açık Erişim
Özet
On the basis of a well-established binomial structure and the so-called Poisson-Lindley distribution, a new two-parameter discrete distribution is introduced. Its properties are studied from both the theoretical and practical sides. For the theory, we discuss the moments, survival and hazard rate functions, mode and quantile function. The statistical inference on the model parameters is investigated by the maximum likelihood, moments, proportions, least square, and weighted least square estimations. A simulation study is conducted to observe the performance of the bias and mean square error of the obtained estimates. Then, applications to two practical data sets are given. Finally, we construct a new flexible count data regression model called the binomial-Poisson Lindley regression model with two practical examples in the medical area.
Yazarlar (4)
1
Christophe Chesneau
2
Hassan S. Bakouch
3
Yunus Akdoğan
4
Kadir Karakaya
Anahtar Kelimeler
Binomial-discrete family
count regression
data analysis
estimation
Poisson-Lindley distribution
Kurumlar
Faculty of Science
Tanta Egypt
Selçuk Üniversitesi
Selçuklu Turkey
Université de Caen Normandie
Caen France
Metrikler
15
Atıf
4
Yazar
5
Anahtar Kelime