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Information geometry and alpha-parallel prior of the beta-logistic distribution.
- Source :
-
Communications in Statistics: Theory & Methods . Aug2024, p1-15. 15p. 1 Illustration. - Publication Year :
- 2024
-
Abstract
- AbstractThe hyperbolic secant distribution has several generalizations with applications in, for example, finance. In this study, we explore the dual geometric structure of one such generalization: the beta-logistic distribution. Within this family, two special cases of random variables, as examples, are of particular interests: their moments, by some recent results, give the Bernoulli and Euler polynomials, which are important objects in many areas of mathematics. This current study also uncovers that the beta-logistic distribution admits a <italic>α</italic>-parallel prior for any real number <italic>α</italic>, that has the potential for application in geometric statistical inference. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03610926
- Database :
- Academic Search Index
- Journal :
- Communications in Statistics: Theory & Methods
- Publication Type :
- Academic Journal
- Accession number :
- 179080812
- Full Text :
- https://doi.org/10.1080/03610926.2024.2387839