A New One Parameter Bimodal Skew Logistic Distribution and its Applications
S. Shah, S. Chakraborty, P. J. Hazarika
TL;DR
This paper introduces a new bimodal alpha skew logistic distribution, explores its properties and extensions, and demonstrates its applicability through real data fitting examples.
Contribution
The paper develops a novel bimodal alpha skew logistic distribution and investigates its properties and potential applications.
Findings
Distributional and moments properties are derived.
Extensions of the distribution are proposed.
Real data fitting confirms the distribution's suitability.
Abstract
In this paper an attempt is made to develop a new bimodal alpha skew logistic distribution under Balakrishnan (2002) mechanism. Some of its distributional as well as moments properties are studied. Some extensions of this new distribution are also briefly introduced. Finally, suitability of the proposed distribution is checked with the help of data fitting examples of real life.
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
TopicsStatistical Distribution Estimation and Applications · Probabilistic and Robust Engineering Design · Financial Risk and Volatility Modeling