Time series analysis of co-movements in the prices of gold and oil: Fractional cointegration approach

被引:22
|
作者
Gil-Alana, Luis A. [1 ]
Yaya, OlaOluwa S. [2 ]
Awe, Olushina O. [3 ]
机构
[1] Univ Navarra, Dept Econ, Edificio Amigos, E-31080 Pamplona, Spain
[2] Univ Ibadan, Dept Stat, Ibadan, Nigeria
[3] Obafemi Awolowo Univ, Dept Math, Ife, Nigeria
关键词
Gold; Fractional integration; Fractional cointegration; Oil price; West Texas Intermediate market; GAUSSIAN SEMIPARAMETRIC ESTIMATION; LOG-PERIODOGRAM REGRESSION; LOCAL WHITTLE ESTIMATION; LONG-RANGE DEPENDENCE; UNIT-ROOT; COMMODITY PRICES; TESTS; MODEL; ALTERNATIVES; STATIONARITY;
D O I
10.1016/j.resourpol.2017.06.006
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper deals with the relationship between oil prices and gold prices using some recently developed techniques in time series analysis, and based on the concepts of fractional integration and cointegration. We show first, that using standard methods of unit roots and cointegration with integer degrees of differentiation, the two series seem to be individually I(1) though cointegrated. However, using fractional techniques, we show that there exists a fractionally cointegrated relationship between the two variables, with an order of integration in the long run relationship of about 0.46. Moreover, shocks in the price of gold seem to have an effect on the price of oil that persists in time.
引用
收藏
页码:117 / 124
页数:8
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