Truncated Cauchy Power Kumaraswamy Generalized family of distributions: Theory and Applications

  • Ibrahim Elbatal Department of Mathematics and Statistics - College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU)- Saudi Arabia
  • Laba Handique Dibrugarh University
  • Subrata Chakraborty Department of Statistics, Dibrugarh University, Assam, India.
DOI: https://doi.org/10.19139/soic-2310-5070-1046
Keywords: Truncated Cauchy Power family, Kumaraswamy family, Entropy, Moments, Maximum likelihood estimation

Abstract

A new family called the Truncated Cauchy Power Kumaraswamy -G family of distributions is proposed. Some special models of this family are introduced. Statistical properties of the family such as expansion of density function, moments, incomplete moments, mean deviation, bonferroni and Lorenz curves are proposed. We discuss the method of maximum likelihood to estimate the model parameters and study its performance by simulation. Real data sets are modeled to illustrate the importance and exibility of the proposed model in comparison to some known ones yielded favourable results.

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Published
2023-12-19
How to Cite
Elbatal, I., Handique, L., & Chakraborty, S. (2023). Truncated Cauchy Power Kumaraswamy Generalized family of distributions: Theory and Applications. Statistics, Optimization & Information Computing, 12(2), 364-380. https://doi.org/10.19139/soic-2310-5070-1046
Issue
Vol 12 No 2 (2024)
Section
Research Articles
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