Geodesic
A discrete probability model suitable for both symmetric and asymmetric count data
Filomat, Tome 34 (2020) no. 8, p. 2559

Voir la notice de l'article provenant de la source eLibrary of Mathematical Institute of the Serbian Academy of Sciences and Arts

DOI

In this paper, an alternative discrete probability model, namely the discrete skew logistic distribution, suitable for both asymmetric and symmetric count data is proposed. Some important properties of the distribution along with the estimation of the parameters are discussed. A detailed Monte Carlo simulation study is carried out to assess the performance of the maximum likelihood method and the method of proportion for parameter estimation. Finally, the application of the proposed model is discussed by considering two real-life datasets.
DOI : 10.2298/FIL2008559B
Classification : 60E05, 62E15, 62F10
Keywords: Discretization, Asymmetric count data, Skew Logistics Distribution, Generalized Geometric Distribution 
Deepesh Bhati; Subrata Chakraborty; Snober Gowhar Lateef. A discrete probability model suitable for both symmetric and asymmetric count data. Filomat, Tome 34 (2020) no. 8, p. 2559 . doi: 10.2298/FIL2008559B
@article{10_2298_FIL2008559B,
     author = {Deepesh Bhati and Subrata Chakraborty and Snober Gowhar Lateef},
     title = {A discrete probability model suitable for both symmetric and asymmetric count data},
     journal = {Filomat},
     pages = {2559 },
     year = {2020},
     volume = {34},
     number = {8},
     doi = {10.2298/FIL2008559B},
     language = {en},
     url = {http://geodesic.mathdoc.fr/articles/10.2298/FIL2008559B/}
}
TY  - JOUR
AU  - Deepesh Bhati
AU  - Subrata Chakraborty
AU  - Snober Gowhar Lateef
TI  - A discrete probability model suitable for both symmetric and asymmetric count data
JO  - Filomat
PY  - 2020
SP  - 2559 
VL  - 34
IS  - 8
UR  - http://geodesic.mathdoc.fr/articles/10.2298/FIL2008559B/
DO  - 10.2298/FIL2008559B
LA  - en
ID  - 10_2298_FIL2008559B
ER  - 
%0 Journal Article
%A Deepesh Bhati
%A Subrata Chakraborty
%A Snober Gowhar Lateef
%T A discrete probability model suitable for both symmetric and asymmetric count data
%J Filomat
%D 2020
%P 2559 
%V 34
%N 8
%U http://geodesic.mathdoc.fr/articles/10.2298/FIL2008559B/
%R 10.2298/FIL2008559B
%G en
%F 10_2298_FIL2008559B

Cité par Sources :