An Alternative to the Log-Skew-Normal Distribution: Properties, Inference, and an Application to Air Pollutant Concentrations

An Alternative to the Log-Skew-Normal Distribution: Properties, Inference, and an Application to Air Pollutant Concentrations

In this study, we consider an alternative to the log-skew-normal distribution. It is called the modified log-skew-normal distribution and introduces greater flexibility in the skewness and kurtosis parameters. We first study several of the main probabilistic properties of the new distribution, such...

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Bibliographic Details
Main Authors: Jaime Arrué, Reinaldo Boris Arellano-Valle, Osvaldo Venegas, Heleno Bolfarine, Héctor W. Gómez
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
log-normal distribution
non-singular information matrix
modified likelihood
modified score
bias prevention
Online Access:https://www.mdpi.com/2227-7390/10/22/4336

Internet

https://www.mdpi.com/2227-7390/10/22/4336

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