理解美国天然气市场:马尔可夫转换VAR方法

Chenghan Hou, B. Nguyen
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引用次数: 25

摘要

在过去的三十年里,美国天然气市场发生了重大变化。本文利用标准贝叶斯模型比较方法,正式确定了市场中存在的四种制度。然后,它采用马尔可夫切换向量自回归模型来研究市场对其基本冲击的制度依赖反应。结果表明,美国天然气市场对1989年《解除管制法案》后存在的制度所发生的冲击往往比其他制度更为敏感。研究还发现,天然气需求和价格冲击对天然气产量的影响可以忽略不计,天然气价格主要受特定需求冲击的驱动。通过将原油价格纳入模型,结果表明,石油价格冲击对天然气价格的影响相对较小,且依赖于制度。
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Understanding the US Natural Gas Market: A Markov Switching VAR Approach
Over the past three decades, the US natural gas market has witnessed significant changes. Utilizing a standard Bayesian model comparison method, this paper formally determines four regimes existing in the market. It then employs a Markov switching vector autoregressive model to investigate the regime-dependent responses of the market to its fundamental shocks. The results reveal that the US natural gas market tends to be much more sensitive to shocks occurring in regimes existing after the Decontrol Act 1989 than the other regimes. The paper also finds that shocks to the natural gas demand and price have negligible effects on natural gas production while the price of natural gas is mainly driven by specific demand shocks. Augmenting the model by incorporating the price of crude oil, the results show that the impacts of oil price shocks on natural gas prices are relatively small and regime-dependent.
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