Oil Prices and Economic Growth in China: A Time-Frequency Analysis

Thuy Tien Ho, Nguyen Mau, Ba Dang, Ngo Thai
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Abstract

This study analyses the inherent evolution dynamics of economic activity and global oil prices in China using the tools of wavelet and wavelet-based VAR-GARCH-BEKK model. Besides, the Wavelet-Granger causality test of Olayeni (2016) provides us further insights into the magnitude and direction of causal connectedness between oil prices and economic activity in China over time and across different frequencies simultaneously. We find that the spillover effects between China’s economic activity and global oil prices are time-varying in different time and frequencies in terms of direction and strength. More accurately, the prices and volatility spillovers between them are significant in the short and medium run but eventually neutral toward the long run. The Wavelet-Granger causality provides us further insights into the lead-lag relationships between oil prices and China’s economic activity from an economic perspective. The dynamic time-frequency association findings suggest crucial implications that might assist policymakers and other market participants in mitigating risk.
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石油价格与中国经济增长:时频分析
本研究利用小波和基于小波的 VAR-GARCH-BEKK 模型工具,分析了中国经济活动与全球石油价格的内在演化动态。此外,Olayeni(2016)的Wavelet-Granger因果检验为我们进一步了解油价与中国经济活动在不同时间、不同频率上的因果联系程度和方向提供了进一步的启示。我们发现,中国经济活动与全球石油价格之间的溢出效应在不同时间、不同频率下的方向和强度都是时变的。更准确地说,它们之间的价格和波动溢出效应在短期和中期内显著,但在长期内最终是中性的。从经济学角度看,Wavelet-Granger 因果关系进一步揭示了石油价格与中国经济活动之间的先导-滞后关系。动态时频关联的研究结果提出了重要的启示,可能有助于政策制定者和其他市场参与者降低风险。
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