基于Markov链的国际黄金市场状态分析
nalysis of the International Gold Market Status Based on Markov Chain
本文从上海黄金交易所选取2013年12月初至2014年3月底共计84个交易日的国际黄金收盘价的时间序列数据。首先从偏度、峰度等描述性统计量对国际黄金市场收益率的波动性进行了整体上的分析;其次通过收益率的大小合理细分国际黄金市场的五种状态,并运用Markov链系统地分析国际黄金市场在五种状态之间的变换及其规律。结果表明,在国际经济、金融环境稳定的时期内国际黄金市场以震荡态为主导,具体而言,将有28%的时间处于跌势,有38%的时间在-0.5%与0.5%之间震荡,有34%的时间是升势。
his paper focuses on the time series data about the closing price of international gold for 84 trading days between December 2013 and March 2014. The related information is from Shanghai Gold Exchange. Primarily, the analysis concerning fluctuations of return rate about the international gold market is conducted through various descriptive statistics such as skewness, kurtosis and etc. Then, the Markov Chain is applied in distinguishing the five states in the international gold market, as well as the shifts and patterns among them. And these states are reasonably subdivided by the return rate of international market. The analysis implies that, during the stable period of the International Financial Environment, the shock market will take the lead , with the International Gold Market continue to fluctuate. To be specific, 38% of the future will be featured by a fluctuation rate between -0.5% and 0.5%; 28% of the future time the gold price will go down, and 34% of the time it will go up.
王巧、程莹、赵东方、谈凯
财政、金融世界经济
概率论与数理统计Markov链状态转换预测国际黄金
probability theory and mathematical statisticsmarkov chainstate conversionforecastinternational gold
王巧,程莹,赵东方,谈凯.基于Markov链的国际黄金市场状态分析[EB/OL].(2014-04-16)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/201404-200.点此复制
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