General Results for the Transmuted Family of Distributions and New Models
Joint Authors
Bourguignon, Marcelo
Ghosh, Indranil
Cordeiro, Gauss M.
Source
Journal of Probability and Statistics
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-01-31
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
The transmuted family of distributions has been receiving increased attention over the last few years.
For a baseline G distribution, we derive a simple representation for the transmuted-G family density function as a linear mixture of the G and exponentiated-G densities.
We investigate the asymptotes and shapes and obtain explicit expressions for the ordinary and incomplete moments, quantile and generating functions, mean deviations, Rényi and Shannon entropies, and order statistics and their moments.
We estimate the model parameters of the family by the method of maximum likelihood.
We prove empirically the flexibility of the proposed model by means of an application to a real data set.
American Psychological Association (APA)
Bourguignon, Marcelo& Ghosh, Indranil& Cordeiro, Gauss M.. 2016. General Results for the Transmuted Family of Distributions and New Models. Journal of Probability and Statistics،Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1110265
Modern Language Association (MLA)
Bourguignon, Marcelo…[et al.]. General Results for the Transmuted Family of Distributions and New Models. Journal of Probability and Statistics No. 2016 (2016), pp.1-12.
https://search.emarefa.net/detail/BIM-1110265
American Medical Association (AMA)
Bourguignon, Marcelo& Ghosh, Indranil& Cordeiro, Gauss M.. General Results for the Transmuted Family of Distributions and New Models. Journal of Probability and Statistics. 2016. Vol. 2016, no. 2016, pp.1-12.
https://search.emarefa.net/detail/BIM-1110265
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110265