Generalised Poisson-new linear-exponential distribution

It is a compound discrete probability distribution which has two parameters and whose particular case is Poisson-New Linear-Exponential Distribution (PNLED) [1]. The statistical characteristics required for this distribution such as probability mass function (pmf), statistical moments, estimation of parameters and goodness of fit have been derived and explained nicely. To test theoretical reliability of this distribution, goodness of fit has been applied to some over-dispersed data which were used by other researchers and further, we found that this distribution looks more appropriate for statistical modelling than PNLED, generalised Poisson-Lindley distribution (GPLD) [1, 2] and Poisson-Lindley distribution (PLD) [3].

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Publication Details

Journal
Mathematical Models in Engineering
Published
2024-09-08
DOI
https://doi.org/10.21595/mme.2024.24258
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
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article

Generalised Poisson-new linear-exponential distribution

Binod Kumar Sah, Suresh Kumar Sahani
Mathematical Models in Engineering
Statistical Distribution Estimation and Applications
article

Generalised Poisson-new linear-exponential distribution

Binod Kumar Sah, Suresh Kumar Sahani
article en

Abstract

It is a compound discrete probability distribution which has two parameters and whose particular case is Poisson-New Linear-Exponential Distribution (PNLED) [1]. The statistical characteristics required for this distribution such as probability mass function (pmf), statistical moments, estimation of parameters and goodness of fit have been derived and explained nicely. To test theoretical reliability of this distribution, goodness of fit has been applied to some over-dispersed data which were used by other researchers and further, we found that this distribution looks more appropriate for statistical modelling than PNLED, generalised Poisson-Lindley distribution (GPLD) [1, 2] and Poisson-Lindley distribution (PLD) [3].

Mathematical Models in EngineeringVol. 10(4)
Openalex Percentile: Top 84%
Statistical Distribution Estimation and Applications
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