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| 文件名: Performance_of_multifractal_detrended_fluctuation_analysis_on_short_time_series.pdf | |
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英文标题:
《Performance of multifractal detrended fluctuation analysis on short time series》 --- 作者: Juan Luis Lopez and Jesus Guillermo Contreras --- 最新提交年份: 2013 --- 英文摘要: The performance of the multifractal detrended analysis on short time series is evaluated for synthetic samples of several mono- and multifractal models. The reconstruction of the generalized Hurst exponents is used to determine the range of applicability of the method and the precision of its results as a function of the decreasing length of the series. As an application the series of the daily exchange rate between the U.S. dollar and the euro is studied. --- 中文摘要: 针对几种单分形和多重分形模型的合成样本,评估了短时间序列多重分形去趋势分析的性能。通过对广义Hurst指数的重构,确定了该方法的适用范围及其结果的精度,并将其作为序列递减长度的函数。作为应用,本文研究了美元和欧元之间的日汇率序列。 --- 分类信息: 一级分类:Physics 物理学 二级分类:Data Analysis, Statistics and Probability 数据分析、统计与概率 分类描述:Methods, software and hardware for physics data analysis: data processing and storage; measurement methodology; statistical and mathematical aspects such as parametrization and uncertainties. 物理数据分析的方法、软硬件:数据处理与存储;测量方法;统计和数学方面,如参数化和不确定性。 -- 一级分类:Quantitative Finance 数量金融学 二级分类:Statistical Finance 统计金融 分类描述:Statistical, econometric and econophysics analyses with applications to financial markets and economic data 统计、计量经济学和经济物理学分析及其在金融市场和经济数据中的应用 -- --- PDF下载: --> |
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