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Inter-order relations between equivalence for L-quantiles of the Student's t distribution
Insurance: Mathematics and Economics ( IF 1.9 ) Pub Date : 2024-02-13 , DOI: 10.1016/j.insmatheco.2024.02.001
Valeria Bignozzi , Luca Merlo , Lea Petrella

In the statistical and actuarial literature, -quantiles, , represent an important class of risk measures defined through an asymmetric -power loss function that generalize the classical (-)quantiles. By exploiting inter-order relations between partial moments, we show that for a Student's distribution with degrees of freedom the -quantile and the -quantile always coincide for any . For instance, for a Student's distribution with 4 degrees of freedom, the -quantile and -quantile are equal and the same holds for the -quantile and -quantile; for this distribution, closed form expressions for the -quantile, are provided. Explicit formulas for the central moments are also established. The usefulness of exact formulas is illustrated on real-world financial data.

中文翻译:

Student t 分布的 L 分位数等价之间的阶间关系

在统计和精算文献中,-分位数 代表一类重要的风险度量,通过推广经典 (-) 分位数的不对称 - 幂损失函数定义。通过利用部分矩之间的阶间关系,我们表明对于具有自由度的学生分布,对于任何 , - 分位数和 - 分位数总是一致的。例如,对于具有 4 个自由度的学生分布,-分位数和 -分位数相等,并且同样适用于 -分位数和 -分位数;对于此分布,提供了分位数的封闭形式表达式。还建立了中心矩的显式公式。真实世界的金融数据说明了精确公式的有用性。
更新日期:2024-02-13
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