帕累托分布
帕累托原理
幂律
分布(数学)
变形(气象学)
功率(物理)
统计物理学
计算机科学
数学
物理
数学优化
数学分析
统计
量子力学
气象学
作者
Ken Yamamoto,Takashi Bando,Hirokazu Yanagawa,Yoshihiro Yamazaki
出处
期刊:Cornell University - arXiv
日期:2024-03-13
标识
DOI:10.1088/1742-5468/ad3a5c
摘要
The double Pareto distribution is a heavy-tailed distribution with a power-law tail, that is generated via geometric Brownian motion with an exponentially distributed observation time. In this study, we examine a modified model wherein the exponential distribution of the observation time is replaced with a continuous uniform distribution. The probability density, complementary cumulative distribution, and moments of this model are exactly calculated. Furthermore, the validity of the analytical calculations is discussed in comparison with numerical simulations of stochastic processes.
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