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  • 标题:On modeling fossil fuel prices: geometric Brownian motion vs. variance-gamma process
  • 本地全文:下载
  • 作者:Alejandro Mosiño ; Alejandro Tatsuo Moreno-Okuno
  • 期刊名称:Economics Bulletin
  • 电子版ISSN:1545-2921
  • 出版年度:2018
  • 卷号:38
  • 期号:1
  • 页码:1-12
  • 出版社:Economics Bulletin
  • 摘要:It is very common in the literature to assume that fossil fuels prices follow a geometric Brownian motion (GBM) process. However, the GBM is an imperfect process in the sense that it cannot capture correctly the frequent extreme movements in fossil fuel prices caused by the information generated within domestic and international markets. In this paper, we use fossil fuel index data to compare the performance of the GBM, which is based on normal density, with that of the variance-gamma (VG) process, which allows us to capture the skewness and the excess of kurtosis of price returns. We show that the VG process fits the data better than does the GBM, as indicated by several goodness-of-fit tests.
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