基于Arch/Garch模型的印尼棕榈油价格波动分析

Nola Windirah, R. Novanda
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引用次数: 0

摘要

价格变动的不确定性会使生产者在生产时难以做出决策。印尼目前备受关注的农产品之一是油棕。农业研究与发展表示,印尼棕榈油已发展成为世界上重要的一部分,占据了棕榈油生产国的第一位置。过去五年的情况表明,棕榈油价格波动很大。最疲软的情况发生在2019年年中,当时棕榈油价格为每公斤0.5美元。与此同时,最强劲的情况出现在2014年初,为1美元/公斤。由于不确定的价格变动而导致的商业决策错误将导致印尼棕榈油在世界上的潜力下降。通过ARCH/GARCH方法,可以了解印度尼西亚棕榈油价格变动的描述,从而使生产者更容易制定未来的商业计划。结果表明,ARCH(1)模型能够描述印度尼西亚发生的CPO价格波动,印度尼西亚对次年CPO价格波动的预测较小。研究结果表明,CPO价格将更加稳定,并对印尼的CPO行业产生良好的影响。这些发现可以作为确定印度尼西亚CPO生产政策的基础。关键词:ARCH/GARCH,棕榈油,挥发性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Price Volatility Analysis On Indonesian Palm Oil Commodities By Model Arch/Garch
Abstract Uncertainty in price movements will cause producers to find it difficult to make decisions at the time of production. One of the agricultural commodities in Indonesia that is currently the center of attention is oil palm. Agricultural Research and Development stated that Indonesian palm oil has developed into an important part of the world by occupying the first position as a producer of palm oil. The last five years have shown that palm oil price movements are quite volatile. The weakest conditions occurred in the middle of 2019 when the price of palm oil is at US$ 0.5/kg. Meanwhile, the strongest condition occurred in early 2014 at US$ 1/kg. Mistakes in making business decisions resulting from uncertain price movements will cause the potential of Indonesian palm oil in the world to decline. Through the ARCH/GARCH method, the description of price movements in Indonesian Palm Oil will be known, so that it will be easier for producers in preparing future business plans. The results showed that the ARCH (1) model was able to describe the volatility of CPO prices that occurred in Indonesia, where the forecast for CPO price volatility will be smaller in the following year. The results of this study indicate that CPO prices will be more stable and have a good impact on the CPO industry in Indonesia. These findings can be used as a basis for determining Indonesia's CPO production policy. Keywords:       ARCH/GARCH, Plam Oil, Volatility
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