太阳黑子计数的赫斯特指数:一个注释

Jamal Munshi
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引用次数: 1

摘要

结果表明,太阳黑子计数的时间序列可以表示为一个有规律的周期过程和一个随机的赫斯特过程的总和。在2375个月的研究周期(1/1818-11/2015)中,太阳黑子月平均数的最佳周期分量由一个周期为131个月的短波函数和一个周期为100年的长波函数组成。这个模型的残差虽然是随机的,但却表现出赫斯特现象的特性,在这种现象中,依赖性、记忆性和持久性从随机性中产生明显的模式。研究结果表明,并非所有的太阳黑子计数的经验记录模式都包含有用的信息,因为有些模式代表随机行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Hurst Exponent of Sunspot Counts: A Note
It is shown that the time series of sunspot counts may be represented as the sum of a regular cyclical process and a random Hurst process. In the 2375-month study period 1/1818-11/2015, the optimal cyclical components of mean monthly sunspot counts consist of a short wave function with a period of 131 months and a long wave function in which the amplitude of the short wave undergoes a 100-year cycle. The residuals of this model, though random, exhibit properties of the Hurst phenomenon in which dependence, memory, and persistence generate apparent patterns out of randomness. The findings imply that not all patterns in the empirical record of sunspot counts contain useful information because some patterns represent random behavior.
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