A new generalized Poisson-Lindley distribution: Applications and properties

D Bhati, DVS Sastry, PZM Qadri - Austrian Journal of Statistics, 2015 - ajs.or.at
A new generalized Poisson-Lindley distribution is obtained by compounding Poisson
distribution with a two parameter generalised Lindley distribution. The new distribution is …

A new count model generated from mixed Poisson transmuted exponential family with an application to health care data

D Bhati, P Kumawat… - … in Statistics-Theory and …, 2017 - Taylor & Francis
In this article, a new mixed Poisson distribution is introduced. This new distribution is
obtained by utilizing mixing process, with Poisson distribution as mixed distribution and …

A new discrete model generated from mixed Poisson transmuted record type exponential distribution

T Erbayram, Y Akdoğan - Ricerche di Matematica, 2023 - Springer
We propose a new discrete model by combining the Poisson and transmuted record type
exponential distribution. Its main statistical properties are studied. The new distribution is …

Transmuted geometric distribution with applications in modeling and regression analysis of count data

S Chakraborty, D Bhati - SORT-Statistics and Operations Research …, 2016 - raco.cat
A two-parameter transmuted geometric distribution is proposed as a new generalization of
the geometric distribution by employing the quadratic transmutation techniques of Shaw and …

Weighted geometric distribution with new characterizations of geometric distribution

D Bhati, S Joshi - Communications in Statistics-Theory and …, 2018 - Taylor & Francis
In this article, we derive a new generalized geometric distribution through a weight function,
which can also be viewed as a discrete analog of weighted exponential distribution …

On Interval Estimation of the Geometric Parameter in a Zero–inflated Geometric Distribution

P Srisuradetchai, K Dangsupa - Thailand Statistician, 2023 - ph02.tci-thaijo.org
Many real-life situations contain count data with an excessive number of zeros. Such
situations can be explained by a zero-inflated geometric distribution (ZIG). The score …

Modelling Count Variables: A Comparative Analysis of two Discretization Techniques

JA Ademuyiwa, SRM Sabri… - Asian Journal of …, 2023 - publications.article4sub.com
Background: Different discretization methods have been proposed to provide a better fit to
count observations with characteristics resembling a given continuous distribution. This is …

A new infinitely divisible discrete distribution with applications to count data modeling

D Bhati, HS Bakouch - Communications in Statistics-Theory and …, 2019 - Taylor & Francis
ABSTRACT A new discrete distribution involving geometric and discrete Pareto as special
cases is introduced. The distribution possesses many interesting properties like decreasing …

Performance evaluation of estimators in the presence of outliers or omitted predictors: a study on the Poisson-Exponential regression model

Y Altinisik, D Aydin - Communications in Statistics-Simulation and …, 2023 - Taylor & Francis
The Poisson regression model is vulnerable for overdispersion in the data when estimating
model parameters and their standard errors. Overdispersion may occur due to outliers in the …

A simple INAR (1) model for analyzing count time series with multiple features

Y Kang, D Sheng, F Lu - Communications in Statistics-Theory and …, 2025 - Taylor & Francis
Count time series frequently exhibit multiple features such as zero inflation, zero deflation,
overdispersion, and underdispersion. In practice, heavy-tailedness and zero truncation are …