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