期刊文献+

波罗的海干散货运价指数预测及实证分析 被引量:13

Forecasting model of Baltic dry index and its application
在线阅读 下载PDF
导出
摘要 以波罗的海干散货运价指数(BDI)为研究对象,以其月度平均值为单位,分析BDI的季节性与周期性波动规律。通过分析其长期趋势性因素的波动规律,发现BDI的长期波动规律符合生长曲线模型。借助于ADF检验,建立ARMA模型。实证分析结果表明,该模型可用于BDI的短期预测。 The object of research is Baltic dry index (BDI), to consider its monthly average as one unit, and to analyze the fluctuation variation of season and cycle. By means of analyzing long-term tendency, it was found that its long-term fluctuation variation accords with the growth model. Through ADF tests, an ARMA forecasting model was proposed. The simulation experiments show that the proposed model is suitable for the shortterm forecasting of BDI.
出处 《大连海事大学学报(社会科学版)》 2009年第1期77-80,共4页 Journal of Dalian Maritime University(Social Science Edition)
关键词 波罗的海干散货运价指数 季节性因素 周期性因素 长期趋势 ARMA模型 Baltic dry index (BDI) seasonal factor cyclicalvariation long-term trend ARMA model
  • 相关文献

参考文献5

二级参考文献16

  • 1[4]潘迪特 S M,吴宪民.时间序列及系统分析与应用[M].李昌琪等译.北京:机械工业出版社,1988.
  • 2[3]Kavussanos M G, Alizadeh A H. Efficient pricing of ships in the drybulk sector of the shipping industry[J]. Maritime Policy & Management, 2002,29(3):303-330.
  • 3[8]王永领.预测计算方法[M].北京:科学出版社,1986.
  • 4易丹辉.数据分析与EViews应用[M].北京:中国统计出版社,2003..
  • 5王振龙.时间序列分析[M].北京:中国统计出版社,1999..
  • 6CULLINANCE K. A short-term adoptive forecasting model for BIFFEX speculation: a box-jenkins approach[J]. Maritime Policy & Management, 1992,2: 91-114.
  • 7Veenstra, Franses. A co-integration approach to forecasting freight rates in the dry bulk shipping sector[J]. Transportation Research A, 1997, 31(6): 447-458.
  • 8Kavussanos, Alizadeh. Seasonality patterns in dry bulk shipping spot and time charter freight rates[J]. Transportation Research E, 1998, 37: 443-467.
  • 9MANOLIS G K, NIKOS K N. Constant vs. time-varying hedge ratios and hedging efficiency in the BIFFEX market[J].Transportation Research Part E, 2000, 36: 229-248.
  • 10JOHANSON S. Statistical analysis of co-integrating vectors[J]. Journal of Economic Dynamics and Control, 1988, 12: 231-254.

共引文献66

同被引文献76

引证文献13

二级引证文献46

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部