The Kumaraswamy Log Composite Distribution Based on the Median: Inference and Applications

In this paper a new univariate distribution with bounded support on the Kumaraswamy distribution is defined. Some of its main properties are studied, and a Monte Carlo simulation is implemented to evaluate the behavior of the maximum likelihood estimators. Two applications to real data sets are presented. In particular goodness of fit and quantile regression are show in order to illustrate the potential and flexibility  of this new distribution.

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Publication Details

Journal
International Journal of Statistics and Probability
Published
2025-03-30
DOI
https://doi.org/10.5539/ijsp.v14n1p37
Primary Topic
Statistical Distribution Estimation and Applications
Type
article
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article

The Kumaraswamy Log Composite Distribution Based on the Median: Inference and Applications

Daniel G ́alvez
International Journal of Statistics and Probability
Statistical Distribution Estimation and Applications
article

The Kumaraswamy Log Composite Distribution Based on the Median: Inference and Applications

Daniel G ́alvez
article en

Abstract

In this paper a new univariate distribution with bounded support on the Kumaraswamy distribution is defined. Some of its main properties are studied, and a Monte Carlo simulation is implemented to evaluate the behavior of the maximum likelihood estimators. Two applications to real data sets are presented. In particular goodness of fit and quantile regression are show in order to illustrate the potential and flexibility  of this new distribution.

International Journal of Statistics and ProbabilityVol. 14(1)
Openalex Percentile: Top 93%
Statistical Distribution Estimation and Applications
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The Kumaraswamy Log Composite Distribution Based on the Median: Inference and Applications — Daniel G ́alvez · International Journal of Statistics and Probability (2025) | TGRS Research Map | TGRS