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On the fractional probabilistic Taylor's and mean value theorems

机译:关于分数概率泰勒和中值定理

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摘要

In order to develop certain fractional probabilistic analogues of Taylor’s theorem and mean value theorem, we introduce the nth-order fractional equilibrium distribution in terms of the Weyl fractional integral and investigate its main properties. Specifically, we show a characterization result by which the nth-order fractional equilibrium distribution is identical to the starting distribution if and only if it is exponential. The nth-order fractional equilibrium density is then used to prove a fractional probabilistic Taylor’s theorem based on derivatives of Riemann-Liouville type. A fractional analogue of the probabilistic mean value theorem is thus developed for pairs of nonnegative random variables ordered according to the survival bounded stochastic order. We also provide some related results, both involving the normalized moments and a fractional extension of the variance, and a formula of interest to actuarial science. In conclusion, we discuss the probabilistic Taylor’s theorem based on fractional Caputo derivatives.
机译:为了开发泰勒定理和均值定理的某些分数概率类似物,我们以Weyl分数积分的形式介绍n阶分数平衡分布,并研究其主要性质。具体来说,我们展示了一个表征结果,当且仅当它是指数形式时,n阶分数平衡分布才与初始分布相同。然后使用n阶分数平衡密度来证明基于Riemann-Liouville型导数的分数概率泰勒定理。因此,针对成对的非负随机变量,开发了概率均值定理的分数类似物,该对变量根据生存有限的随机顺序排序。我们还提供了一些相关结果,包括标准化矩和方差的分数扩展,以及精算科学感兴趣的公式。总之,我们讨论了基于分数Caputo导数的概率泰勒定理。

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