Characterization of Sine- Skewed von Mises Distribution
Mohammad Ahsanullah, and M. Z. Anis
TL;DR
This paper explores the properties and characterizations of the sine skewed von Mises distribution, a variation of the von Mises distribution used for circular data analysis.
Contribution
It introduces and analyzes the sine skewed von Mises distribution, expanding the understanding of skewed circular distributions.
Findings
Derived basic properties of the sine skewed von Mises distribution
Provided new characterizations of the distribution
Enhanced tools for modeling skewed circular data
Abstract
The von Mises distribution is one of the most important distribution in statistics to deal with circular data. In this paper we will consider some basic properties and characterizations of the sine skewed von Mises distribution.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBayesian Methods and Mixture Models · Statistical Distribution Estimation and Applications · Statistical Methods and Bayesian Inference