Work

Probability Distribution of Extreme Events in Complex Systems: Application to Climate Data

Year: 2024

Type: article

Abstract: It has been observed that the statistical structure of certain climate vectors, such as wind speed versus air density and temperature versus humidity, may exhibit more than one mode due to the complexity of climate systems. This study proposes a new bivariate extreme value distribution, called the transformed symmetric logistic extreme value distribution, which can capture the multimodal characteristics of the joint distribution of extreme observations in complex systems. We derive some of its properties, such as marginal distributions, tail indices, conditional distribution, and P(Y

Source: Symmetry

DOI: 10.3390/sym16121639

Authors: Cira G. Otiniano, Yasmin S. Oliveira, Yuri S. Maluf

Institutions: Universidade de Brasília, Universidade de São Paulo

Language: English

Topic: Statistical Distribution Estimation and Applications

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

Estimated APC paid: $2,728

Funder: Universidade de Brasília