- Research Article
- 10.62476/amma.103579
Extension of the One-Parameter Linear Exponential Distribution with Applications to the Analysis of Earning Per Share
- Dec 03, 2025
- Advanced Mathematical Models & Applications
Length-biased distributions are special cases of weighted distributions.We used this idea in this paper to propose a generalization of a one-parameter linear exponential distribution.The various characteristics of the recommended distribution are deduced and explored in detail.Numerical studies show that it is right-skewed and it is a leptokurtic distribution.Additionally, the mean waiting time and residual life functions are studied.To estimate the distribution's parameters, six methods of estimation are employed.A simulation study indicates that the resulting estimators are approximately unbiased and consistent.The practical utility of the distribution is demonstrated using three real-world financial data sets, representing earnings per share from the financial, industrial, and service sectors listed on the Amman Stock Exchange.They show that the suggested distribution has the best fit for these data sets compared to some competence distributions.
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