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Family of generalized gamma distributions: Properties and applications

机译:广义伽玛分布族:属性和应用

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摘要

In this paper, a family of generalized gamma distributions, T-gamma family, has been proposed using the T-R { Y} framework. The family of distributions is generated using the quantile functions of uniform, exponential, log-logistic, logistic and extreme value distributions. Several general properties of the T-gamma family are studied in details including moments, mean deviations, mode and Shannon's entropy. Three new generalizations of the gamma distribution which are members of the T-gamma family are developed and studied. The distributions in the T-gamma family are very flexible due to their various shapes. The distributions can be symmetric, skewed to the right, skewed to the left, or bimodal. Four data sets with various shapes are fitted by using members of the T-gamma family of distributions.
机译:在本文中,使用T-R {Y}框架提出了一个广义的伽马分布族,即T-伽马族。分布族是使用均值,指数,对数逻辑,对数和极值分布的分位数函数生成的。详细研究了T-γ族的几个一般性质,包括矩,均值偏差,众数和香农熵。开发并研究了T-gamma家族成员的3个新的gamma分布概化。 T-gamma系列中的分布由于形状多样而非常灵活。分布可以是对称的,向右偏斜,向左偏斜或双峰。通过使用T-gamma分布族的成员来拟合具有不同形状的四个数据集。

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