Derivation of the Empirical Bayesian method for the Negative Binomial-Lindley generalized linear model with application in traffic safety
The expected crash frequency is the long-term average crash count for a specific site. It is
extensively used to systematically evaluate the crash risk associated with roadway …
extensively used to systematically evaluate the crash risk associated with roadway …
Evaluating alternative variations of Negative Binomial–Lindley distribution for modelling crash data
Several studies have reported the superior performance of the Negative Binomial–Lindley
(NB-L) compared to the commonly used Negative Binomial distribution. Consequently …
(NB-L) compared to the commonly used Negative Binomial distribution. Consequently …
[PDF][PDF] Bayesian poisson model for covid-19 in west java indonesia
COVID-19 is designated as a pandemic disease by WHO and has a pervasive impact,
especially in Indonesia. In this paper, we use Bayesian Poisson with MCMC to analyze the …
especially in Indonesia. In this paper, we use Bayesian Poisson with MCMC to analyze the …
A Lindley–binomial model for analyzing the proportions with sparseness and excessive zeros
D Deng, X Zhang - Journal of Applied Statistics, 2024 - Taylor & Francis
Proportional data arise frequently in a wide variety of fields of study. Such data often exhibit
extra variation such as over/under dispersion, sparseness and zero inflation. For example …
extra variation such as over/under dispersion, sparseness and zero inflation. For example …
A New Zero–Inflated Regression Model with Applications to Australian Health Survey and Biochemistry Graduate Students Data
In this study, we propose a new zero‐inflated regression model as an alternative to zero‐
inflated regression models, such as the zero‐inflated Poisson, zero‐inflated negative …
inflated regression models, such as the zero‐inflated Poisson, zero‐inflated negative …
Bernoulli Poisson Moment Exponential Distribution: Mathematical Properties, Regression Model, and Applications
A Alrumayh - International Journal of Mathematics and …, 2024 - Wiley Online Library
We introduce a new flexible count distribution by combining Bernoulli and Poisson moment
exponential (PMEx) distributions. The new model named the Bernoulli PMEx distribution …
exponential (PMEx) distributions. The new model named the Bernoulli PMEx distribution …
A four-parameter negative binomial-Lindley regression model to analyze factors influencing the number of cancer deaths using Bayesian inference
U Tonggumnead, K Klinjan, E Tanprayoon… - Commun. Math. Biol …, 2023 - scik.org
In this paper, factors influencing the number of cancer deaths in Thailand that is a heavy-
tailed data with overdispersion, were analyzed. A new mixed negative binomial (NB) …
tailed data with overdispersion, were analyzed. A new mixed negative binomial (NB) …
The Negative Binomial-Generalized Lindley Distribution for Overdispersed Data
Y Atikankul, A Wattanavisut, S Liu - Lobachevskii Journal of Mathematics, 2022 - Springer
In this paper, a new count distribution for overdispersed data is introduced. The distribution
is a mixture of the negative binomial and generalized Lindley distributions. This new …
is a mixture of the negative binomial and generalized Lindley distributions. This new …