A new zero-inflated discrete Lindley regression model

被引:2
作者
Tanis, Caner [1 ]
Koc, Haydar [1 ]
Pekgor, Ahmet [2 ]
机构
[1] Cankiri Karatekin Univ, Fac Sci, Dept Stat, Cankiri, Turkiye
[2] Necmettin Erbakan Univ, Fac Sci, Dept Stat, Cankiri, Turkiye
关键词
Count regression; zero-inflated data; discrete Lindley distribution; over-dispersion; COUNT DATA;
D O I
10.1080/03610926.2023.2177108
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Recently, providing a new count regression model is very popular for many researchers. These count regression models are constructed by using a new discrete distribution or one of the existing distributions in the literature. In this paper, we consider a new zero-inflated regression model as an alternative to the zero-inflated regression models. We present two real data applications to illustrate the usefulness of the suggested regression model in modeling data, and compare the competitor models such as Poisson, discrete Lindley, and zero-inflated regression models. We provide a new count regression model which is useful in modeling overdispersed data.
引用
收藏
页码:4252 / 4271
页数:20
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