May 15, 2024
Morad Alizadeh

Morad Alizadeh

Academic Rank: Assistant professor
Address:
Degree: Ph.D in Statistics
Phone: 0
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title The generalized odd half-Cauchy family of distributions: Properties and applications
Type Article
Keywords
Journal COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
DOI
Researchers Morad Alizadeh (Second researcher) , Edwin Ortega (Fourth researcher)

Abstract

We introduce and study general mathematical properties of a new generator of continuous distributions with one extra parameter called the generalized odd half-Cauchy family. We present some special models and investigate the asymptotics and shapes. The new density function can be expressed as a linear mixture of exponentiated densities based on the same baseline distribution. We derive a power series for the quantile function. We discuss the estimation of the model parameters by maximum likelihood and prove empirically the flexibility of the new family by means of two real data sets.