A new two-parameter over-dispersed discrete distribution with mathematical properties, estimation, regression model and applications

AAH Ahmadini, M Ahsan-ul-Haq, MNS Hussain - Heliyon, 2024 - cell.com
This paper focuses on the derivation of a new two-parameter discrete probability distribution.
The new model is derived by mixing Poisson and Loai distributions and is named" Poisson …

Modelling with the novel INAR (1)-PTE process

E Altun, NM Khan - Methodology and Computing in Applied Probability, 2022 - Springer
In this paper, the first-order non-negative integer-valued autoregressive process with
Poisson-transmuted exponential innovations is introduced. Three estimation methods …

Discrete pseudo Lindley distribution: properties, estimation and application on INAR (1) process

MR Irshad, C Chesneau, V D'cruz, R Maya - Mathematical and …, 2021 - mdpi.com
In this paper, we introduce a discrete version of the Pseudo Lindley (PsL) distribution,
namely, the discrete Pseudo Lindley (DPsL) distribution, and systematically study its …

New One-Parameter Over-Dispersed Discrete Distribution and Its Application to the Nonnegative Integer-Valued Autoregressive Model of Order One

MR Irshad, S Aswathy, R Maya, S Nadarajah - Mathematics, 2023 - mdpi.com
Count data arise in inference, modeling, prediction, anomaly detection, monitoring, resource
allocation, evaluation, and performance measurement. This paper focuses on a one …

Poisson extended exponential distribution with associated INAR (1) process and applications

R Maya, C Chesneau, A Krishna, MR Irshad - Stats, 2022 - mdpi.com
The significance of count data modeling and its applications to real-world phenomena have
been highlighted in several research studies. The present study focuses on a two-parameter …

On the discrete analogue of the Teissier distribution and its associated INAR (1) process

MR Irshad, P Jodrá, A Krishna, R Maya - Mathematics and Computers in …, 2023 - Elsevier
The continuous Teissier distribution was proposed by the French biologist Georges Teissier
in 1934. This paper introduces the one-parameter discrete analogue distribution and studies …

A new two-parameter discrete poisson-generalized Lindley distribution with properties and applications to healthcare data sets

E Altun - Computational Statistics, 2021 - Springer
Mixed-Poisson distributions have been used in many fields for modeling the over-dispersed
count data sets. To open a new opportunity in modeling the over-dispersed count data sets …

Inferential properties with a novel two parameter Poisson generalized Lindley distribution with regression and application to INAR (1) process

MR Irshad, V D'cruz, R Maya… - Journal of …, 2023 - Taylor & Francis
Based on the well-known Poisson (P) distribution and the new generalized Lindley
distribution (NGLD) developed by using gamma (α, θ) and gamma (α− 1, θ) distributions, a …

[HTML][HTML] Higher-Order INAR Model Based on a Flexible Innovation and Application to COVID-19 and Gold Particles Data

FE Almuhayfith, A Krishna, R Maya, MR Irshad… - Axioms, 2023 - mdpi.com
INAR models have the great advantage of being able to capture the conditional distribution
of a count time series based on their past observations, thus allowing it to be tailored to meet …

A Flexible Dispersed Count Model Based on Bernoulli Poisson–Lindley Convolution and Its Regression Model

HS Bakouch, C Chesneau, R Maya, MR Irshad… - Axioms, 2023 - mdpi.com
Count data are encountered in real-life dealings. More understanding of such data and the
extraction of important information about the data require some statistical analysis or …