Affiliation:
1. Department of Mathematics, College of Science, Northern Border University, Arar P.O. Box 73312, Saudi Arabia
2. Department of Mathematical Sciences, College of Applied Sciences, Umm Al-Qura University, Makkah P.O. Box 21955, Saudi Arabia
Abstract
A novel discrete Poisson mixing probability distribution with two parameters has been developed by combining the Poisson distribution with the transmuted moment exponential distribution. It is possible to deduce several mathematical properties, such as the moment-generating function, ordinary moments, moments about the mean, skewness, kurtosis, and the dispersion index. The maximum likelihood estimation method is utilized to estimate the model’s parameters. A thorough simulation study is utilized to determine the behavior of the generated estimators. Estimating model parameters using a Bayesian methodology is another primary topic of this research. The behavior of Bayesian estimates is evaluated by first charting the trace, then generating 1,005,000 iterations of the Markov chain Monte Carlo method. In addition to this, we suggest a new count regression model that uses Poisson and negative binomial models in an alternating fashion. In conclusion, asymmetric datasets derived from various research areas are utilized for practical applications.
Subject
Physics and Astronomy (miscellaneous),General Mathematics,Chemistry (miscellaneous),Computer Science (miscellaneous)
Reference25 articles.
1. A new one-parameter discrete exponential distribution: Properties, inference, and applications to COVID-19 data;Afify;J. King Saud Univ.-Sci.,2022
2. Poisson XLindley Distribution for Count Data: Statistical and Reliability Properties with Estimation Techniques and Inference;Eliwa;Comput. Intell. Neurosci.,2022
3. Ahsan-ul-Haq, M., and Zafar, J. (2023). A new one-parameter discrete probability distribution with its neutrosophic extension: Mathematical properties and applications. Int. J. Data Sci. Anal., 1–11.
4. Uniform-geometric distribution;Asgharzadeh;J. Stat. Comput. Simul.,2016
5. Discrete Logistic Exponential Distribution with Applications;Eliwa;Stat. Optim. Inf. Comput.,2023
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