煤炭工程 ›› 2014, Vol. 46 ›› Issue (8): 123-126.doi: 10.11799/ce201408039

• 研究探讨 • 上一篇    下一篇

中国和澳大利亚煤炭价格波动性研究

申万,张广军   

  1. 神华研究院
  • 收稿日期:2014-03-20 修回日期:2014-03-25 出版日期:2014-08-11 发布日期:2014-08-10
  • 通讯作者: 申万 E-mail:tonyshenwan@hotmail.com

Volatility characteristics of coal prices at domestic and international coal markets

  • Received:2014-03-20 Revised:2014-03-25 Online:2014-08-11 Published:2014-08-10

摘要:

本文应用ARCH类模型对秦皇岛煤炭市场和澳大利亚市场煤炭价格的波动性特征进行了分析。研究发现秦皇岛市场和澳大利亚市场煤炭价格,均受到外部冲击和自身过去的波动的持续影响,且秦皇岛市场这种影响消失的速度比澳大利亚市场的更慢,而两个市场均不存在“高风险、高回报”的特征。秦皇岛市场的煤炭价格波动存在“非对称效应”,“好消息”对煤炭价格的影响要大于“坏消息”的影响,而在澳大利亚市场上,这种“非对称效应”却不显著。对于秦皇岛市场和澳大利亚煤炭市场ARCH类模型均适用于研究煤炭价格的波动特征,拟合效果较好。

关键词: 煤炭, 价格, ARCh

Abstract:

In this paper, the ARCH model was used to research on volatility characteristics of coal prices at Qinhuangdao and Australian coal markets. The research found the coal prices at Qinhuangdao and Australian coal markets are all subject to the continuing impact of external shocks and their past fluctuations. This effect disappeared at a slower rate in Qinhuangdao market than in Australian market, while both the two markets do not have "high-risk, high-return" feature. Coal price volatility at Qinhuangdao market presence an "asymmetric effect" and impact of "good news" for the coal price is greater than that of "bad news", while in the Australian market the "asymmetric effect" is not significant. For Qinhuangdao and the Australian coal market the ARCH model is applicable to volatility characteristics research of coal price with decent fittings.

Key words: coal, price, arch