A Study of Properties and Applications of Gamma Distribution

U. Eric, Oti M.O.O., C. E. Francis
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引用次数: 2

Abstract

The gamma distribution is one of the continuous distributions; the distributions are very versatile and give useful presentations of many physical situations. They are perhaps the most applied statistical distribution in the area of reliability. In this paper, we present the study of properties and applications of gamma distribution to real life situations such as fitting the gamma distribution into data, burn-out time of electrical devices and reliability theory. The study employs the moment generating function approach and the special case of gamma distribution to show that the gamma distribution is a legitimate continuous probability distribution showing its characteristics.
伽玛分布的性质及应用研究
分布是连续分布之一;这些发行版非常通用,并对许多物理情况提供了有用的演示。它们可能是可靠性领域中应用最广泛的统计分布。在本文中,我们研究了伽马分布的性质及其在实际生活中的应用,如拟合伽马分布到数据中,电气设备的烧毁时间和可靠性理论。本研究采用矩源函数方法,并结合伽玛分布的特殊情况,证明了伽玛分布是一个合法的连续概率分布,显示了它的特征。
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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