论文标题

r中电力法发行的快速尾部指数估算

Fast Tail Index Estimation for Power Law Distributions in R

论文作者

Munasinghe, Ranjiva, Kossinna, Pathum, Jayasinghe, Dovini, Wijeratne, Dilanka

论文摘要

电力法分布,特别是帕累托分布,描述了各种研究领域的数据。我们已经在R中开发了一个软件包,以估算关注速度(尤其是大型数据集)的此类数据集的尾部索引,请牢记易用性和准确性。在本文档中,我们提供了包装的用户指南,以及获得的结果突出了包装的速度优势。

Power law distributions, in particular Pareto distributions, describe data across diverse areas of study. We have developed a package in R to estimate the tail index for such datasets focusing on speed (in particular with large datasets), keeping in mind ease of use, as well as accuracy. In this document, we provide a user guide to our package along with the results obtained highlighting the speed advantages of our package.

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