Application of Odd Chen-Log-Logistic Distribution to Covid-19 Data

This article created the Odd Chen-Log-Logistic distribution from Odd Chen-G family distributions. We derive various statistical features. The parameter estimation theory focuses on selecting the best estimators. We estimate distribution parameters using maximum likelihood, moment, least squares, weighted least, L-moment, maximum product spacing, and minimal distance methods. We will examine Kolmogorov-Smirnov simulation studies that compare estimator efficiency. Finally, we analyze a genuine COVID-19 data set to demonstrate the flexibility of our model and its accuracy compared to other distributions.

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Publication Details

Journal
WSEAS TRANSACTIONS ON MATHEMATICS
Published
2024-11-08
DOI
https://doi.org/10.37394/23206.2024.23.80
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
Field-Weighted Citation Impact
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article

Application of Odd Chen-Log-Logistic Distribution to Covid-19 Data

Aurora Simoni, Klodiana Bani, Arbër Qoshja, Marselina Uzuni
WSEAS TRANSACTIONS ON MATHEMATICS
Statistical Distribution Estimation and Applications
article

Application of Odd Chen-Log-Logistic Distribution to Covid-19 Data

Aurora Simoni, Klodiana Bani, Arbër Qoshja, Marselina Uzuni
article en

Abstract

This article created the Odd Chen-Log-Logistic distribution from Odd Chen-G family distributions. We derive various statistical features. The parameter estimation theory focuses on selecting the best estimators. We estimate distribution parameters using maximum likelihood, moment, least squares, weighted least, L-moment, maximum product spacing, and minimal distance methods. We will examine Kolmogorov-Smirnov simulation studies that compare estimator efficiency. Finally, we analyze a genuine COVID-19 data set to demonstrate the flexibility of our model and its accuracy compared to other distributions.

WSEAS TRANSACTIONS ON MATHEMATICSVol. 23
University of Tirana (AL)
Openalex Percentile: Top 80%
Statistical Distribution Estimation and Applications
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