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A new discrete probability distribution with integer support on (−∞, ∞).

Authors :
Chakraborty, Subrata
Chakravarty, Dhrubajyoti
Source :
Communications in Statistics: Theory & Methods. 2016, Vol. 45 Issue 2, p492-505. 14p.
Publication Year :
2016

Abstract

A new discrete probability distribution with integer support on (−∞, ∞) is proposed as a discrete analog of the continuous logistic distribution. Some of its important distributional and reliability properties are established. Its relationship with some known distributions is discussed. Parameter estimation by maximum-likelihood method is presented. Simulation is done to investigate properties of maximum-likelihood estimators. Real life application of the proposed distribution as empirical model is considered by conducting a comparative data fitting with Skellam distribution, Kemp's discrete normal, Roy's discrete normal, and discrete Laplace distribution. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
45
Issue :
2
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
112262759
Full Text :
https://doi.org/10.1080/03610926.2013.830743