Title of article :
A new wrapped exponential distribution
Author/Authors :
Yilmaz, Abdullah Department of Actuarial Sciences - Kirikkale University - 71450 Kirikkale, Turkey , Biçer, Cenker Department of Statistics - Kirikkale University - 71450 Kirikkale, Turkey
Pages :
9
From page :
285
To page :
293
Abstract :
We introduce a new wrapped exponential distribution named transmuted wrapped exponential (TWE) distribution, for the modeling of circular datasets by using the Transmutation Rank-Map method. This method is employed for the first time for a wrapped distribution with this study. The introduced distribution is more flexible than traditional wrapped exponential distribution. The paper provides the explicit form of important distributional properties of the introduced distribution such as expectation, median, moments, characteristic function, quantile function, hazard rate function and stress-strength reliability. Rényi and Shannon entropies are also obtained. The statistical inference problem for the TWE distribution is investigated using maximum likelihood, least squares and weighted least squares and comparative numerical study results are presented. Furthermore, we present a real dataset analysis.
Keywords :
Circular data , Wrapped distribution , Transmutation , Exponential distribution
Journal title :
Astroparticle Physics
Serial Year :
2018
Record number :
2449700
Link To Document :
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