模型构建的路径思路。

A M Mathai, Panagis Moschopoulos
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引用次数: 7

摘要

通过路径参数从一种功能形式移动到另一种功能形式的数学或随机模型,以便在两个阶段之间可以捕获,本文将对此进行研究。本文研究了从广义1型β族到2型β族,从广义γ族到广义Mittag-Leffler族再到lsamvy分布的模型。众所周知,无论数据来自生物、物理、工程、社会科学还是其他领域,人们都可以为手头的数据找到一个近似模型。不同的功能家族通过路径参数连接起来,因此人们可以从一个家族或两个家族之间的阶段中找到合适的成员。图表显示了不同模型的运动,显示了较厚的尾巴,较薄的尾巴,右尾巴被切断等。
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A Pathway Idea for Model Building.

Models, mathematical or stochastic, which move from one functional form to another through pathway parameters, so that in between stages can be captured, are examined in this article. Models which move from generalized type-1 beta family to type-2 beta family, to generalized gamma family to generalized Mittag-Leffler family to Lévy distributions are examined here. It is known that one can likely find an approximate model for the data at hand whether the data are coming from biological, physical, engineering, social sciences or other areas. Different families of functions are connected through the pathway parameters and hence one will find a suitable member from within one of the families or in between stages of two families. Graphs are provided to show the movement of the different models showing thicker tails, thinner tails, right tail cut off etc.

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来源期刊
Journal of Statistics Applications and Probability
Journal of Statistics Applications and Probability Social Sciences-Library and Information Sciences
CiteScore
1.20
自引率
0.00%
发文量
103
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A Pathway Idea for Model Building.
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