Research on the volatility characteristics and evolutionary mechanism of the “Asian premium” for natural gas

The spread of natural gas in the main international natural gas markets shows characteristics of violent fluctuation, frequent mutation, and periodic evolution, which pose a great challenge to the safety and sustainable development of natural gas in China. First, this paper used the complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) model to decompose and reconstruct natural gas “Asian premium.” Based on the evolution law of each subsequence, the “Asian premium” was decomposed into four parts: speculative, geographical, energy security, and fundamental. Second, this study adopts the Bayesian model averaging (BMA) method to extract the main factors and uses the TVP-SV-VAR (time varying parameter stochastic volatility vector autoregression) model to characterize the nonlinear relationships. The results showed that the speculative motivation of suppliers and the cross-regional transportation cost of natural gas were the main reasons for the fluctuations, and the influence of oil prices on “Asian premium” was gradually reduced. The impulse response results showed that when the financial crisis hit in 2008, the impact of energy security and economic fundamentals on the “Asian premium” was more obvious. In the case of supply shortages, financial speculation and geographical factors played a more significant role in the “Asian premium” for natural gas. This study provides an important reference for price mechanism reform in China's natural gas market. • We decomposed and reconstructed the “Asian premium” into four components: speculative, geographical, energy security and the fundamental premium. • We used BMA method to screen out the main factors driving “Asian premium”. • We studied the nonlinear dynamic effects of “Asian premium” and its main factors. The influence of oil prices on “Asian premiums” has gradually decreased.

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Publication Details

Journal
Journal of Management Science and Engineering
Published
2024-09-06
DOI
https://doi.org/10.1016/j.jmse.2024.06.005
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
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Research on the volatility characteristics and evolutionary mechanism of the “Asian premium” for natural gas

Jian Chai, Xiaokong Zhang, Mingxiao Zhao, Zhefei Zhang et al.
Journal of Management Science and Engineering
Market Dynamics and Volatility
article

Research on the volatility characteristics and evolutionary mechanism of the “Asian premium” for natural gas

Jian Chai, Xiaokong Zhang, Mingxiao Zhao, Zhefei Zhang, Na Li, Zenghui Liu
article en

Abstract

The spread of natural gas in the main international natural gas markets shows characteristics of violent fluctuation, frequent mutation, and periodic evolution, which pose a great challenge to the safety and sustainable development of natural gas in China. First, this paper used the complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN) model to decompose and reconstruct natural gas “Asian premium.” Based on the evolution law of each subsequence, the “Asian premium” was decomposed into four parts: speculative, geographical, energy security, and fundamental. Second, this study adopts the Bayesian model averaging (BMA) method to extract the main factors and uses the TVP-SV-VAR (time varying parameter stochastic volatility vector autoregression) model to characterize the nonlinear relationships. The results showed that the speculative motivation of suppliers and the cross-regional transportation cost of natural gas were the main reasons for the fluctuations, and the influence of oil prices on “Asian premium” was gradually reduced. The impulse response results showed that when the financial crisis hit in 2008, the impact of energy security and economic fundamentals on the “Asian premium” was more obvious. In the case of supply shortages, financial speculation and geographical factors played a more significant role in the “Asian premium” for natural gas. This study provides an important reference for price mechanism reform in China's natural gas market. • We decomposed and reconstructed the “Asian premium” into four components: speculative, geographical, energy security and the fundamental premium. • We used BMA method to screen out the main factors driving “Asian premium”. • We studied the nonlinear dynamic effects of “Asian premium” and its main factors. The influence of oil prices on “Asian premiums” has gradually decreased.

Journal of Management Science and EngineeringVol. 9(4)
Xidian University (CN), Western Washington University (US), Xi'an Jiaotong University (CN)
Openalex Percentile: Top 81%
Market Dynamics and Volatility
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