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Return volatility duration analysis of NYMEX energy futures and spot

机译:NYMEX能源期货和现货的收益波动持续时间分析

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Return volatility plays a key role in quantifying risk, optimizing the portfolio and pricing modelling of financial market. The study focusing on the return volatility of energy market can help greatly understand the energy fluctuating behaviors. In this paper, we introduce a concept of volatility duration into the analysis of the New York Mercantile Exchange (NYMEX) energy market, where the daily closing prices of the futures and spot for the crude oil, natural gas, heating oil and propane are adopted. The volatility duration is defined as the shortest passage time that the future's volatility intensity takes to go beyond or below the current volatility intensity which is time-varying and considered as the basic intensity reference. Then, two main aspects of the statistical properties analysis for the energy volatility duration time series are focused on: one is about the empirical probability distributions and their scaling behaviors are observed; another is about the complexity properties of the energy volatility durations, which are discussed by the entropy measures of the composite multiscale entropy (CMSE) and the composite multiscale cross-sample entropy (CMSCE) approaches. (C) 2017 Elsevier Ltd. All rights reserved.
机译:收益波动率在量化风险,优化投资组合和金融市场定价模型中起着关键作用。侧重于能源市场收益波动性的研究可以帮助极大地了解能源波动行为。在本文中,我们将波动持续时间的概念引入到纽约商品交易所(NYMEX)能源市场的分析中,其中采用了原油,天然气,取暖油和丙烷的期货和现货的每日收盘价。波动持续时间定义为未来波动强度超过或低于当前波动强度所经过的最短时间,当前波动强度随时间变化并被视为基本强度参考。然后,着重研究了能源波动持续时间序列的统计特性分析的两个主要方面:一是关于经验概率分布及其标度行为。另一个是关于能量波动持续时间的复杂性,这是通过复合多尺度熵(CMSE)和复合多尺度交叉样本熵(CMSCE)方法的熵测度讨论的。 (C)2017 Elsevier Ltd.保留所有权利。

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