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A new zero–inflated discrete Lindley regression model.

Authors :
Tanış, Caner
Koç, Haydar
Pekgör, Ahmet
Source :
Communications in Statistics: Theory & Methods; 2024, Vol. 53 Issue 12, p4252-4271, 20p
Publication Year :
2024

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
53
Issue :
12
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
177117384
Full Text :
https://doi.org/10.1080/03610926.2023.2177108