CLOSED FORM EXPRESSIONS OBTAINED FROM THE SOLUTION OF ORDINARY DIFFERENTIAL EQUATIONS OF THE PROBABILITY DENSITY FUNCTION OF THE BETA DISTRIBUTION

IF 1.2 Q4 MATHEMATICS, APPLIED
O. O. Agboola, H. Okagbue, A. F. Adedotun, P. O. Ugwoke
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Abstract

In this paper, some closed form expressions for selected parameters for the probability density function (PDF) of the beta distribution are obtained. The closed form expressions are recovered from the solution of the ordinary differential equations (ODEs), obtained from the differentiation of the PDF of the distribution. The paper shows that the shape of the distributions also determines the nature of the resulting ODE which has shown how distributions related to the beta distribution can be traced via the solutions of the ODEs. Numerical methods are unnecessary because the closed form expressions are the same with the values obtained from the standard statistical software.
由beta分布的概率密度函数的常微分方程的解得到的封闭形式表达式
本文得到了beta分布的概率密度函数(PDF)所选参数的一些封闭形式表达式。封闭形式的表达式是从微分方程的解中恢复出来的,微分方程是由分布的微分方程得到的。本文表明,分布的形状也决定了所得ODE的性质,这表明如何通过ODE的解来跟踪与beta分布相关的分布。由于封闭形式的表达式与标准统计软件得到的值相同,因此不需要使用数值方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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