Article detail · 2023
A new zero-inflated discrete Lindley regression model
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
- Year
- 2023
- ISSN
0361-0926- Type
- article
Data source split
- YÖKSİS YÖKSİS article record
- OpenAlex OpenAlex enrichment (abstract, citations, topics)
Abstract
English (OpenAlex)
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.
Topics
- Bayesian Methods and Mixture Models
- Statistical Methods and Bayesian Inference
- Statistical Distribution Estimation and Applications
Primary topic Bayesian Methods and Mixture Models