Commodity Medium-Term Cycles and Transition to Green Energies: A Markov Switching Model

Raúl Alexander Velita-Zorrilla, Kevin Antonio Álvarez García
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Abstract

This study uses an AR model with Markov Switching approach to forecast the real growth of copper price using 2 regimes: expansion and contraction. We expect an increase in the demand for metals in the medium term due to the transition to green energies. In the estimated model, we see that the contractive state presents a negative growth, while the expansionary state shows a growth equal to 3.57 percent annually. The filtered and smoothed probabilities show that the real growth of copper is in the expansionary state most of the time (approximately the 82.56 percent of the time of the sample period). Thus, we provide evidence that in the medium-run term (next 20 years), it is expected that the real price of copper grows at the same rate as the expansionary state of its previous medium-run term cycle, which is equal to 3.57 percent annually.
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商品中期周期与绿色能源转型:一个马尔可夫转换模型
本研究采用马尔可夫转换方法的AR模型,采用扩张和收缩两种机制来预测铜价的实际增长。我们预计,由于向绿色能源的过渡,中期对金属的需求将会增加。在估计模型中,我们看到收缩状态呈现负增长,而扩张状态显示年增长率为3.57%。经过滤波和平滑的概率表明,铜的实际生长大部分时间处于膨胀状态(约占样品周期的82.56%)。因此,我们提供的证据表明,在中期(未来20年),预计铜的实际价格将以与前一个中期周期的扩张状态相同的速度增长,即每年3.57%。
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