利用多元回归法预测镍价,并通过敏感性分析和蒙特卡洛对印度尼西亚镍矿开采进行投资可行性分析

Muhammad Chandra R.M.
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摘要

镍是各种工业常用的金属之一。印度尼西亚是世界上镍储量最大的国家之一。镍价将通过生产供应和镍需求之间的平衡机制形成。本研究将分析镍价格形成、供应和需求之间的关系。镍价还将影响印尼镍矿开采投资的可行性。本研究使用的数据包括从过去 5 - 12 年(2010 - 2022 年)历史报告中得出的市场数据,以及从类似行业基准中得出的采矿计划假设。分析方法包括多元回归法、现金流贴现法、敏感性分析法和蒙特卡罗模拟法。分析结果表明,镍的供应和需求与价格之间存在关系,预计镍价为 16,750 美元/吨至 18,927 美元/吨。对采矿投资可行性影响最大的因素是镍价、销售额、含水量、承包商成本和燃料成本。根据蒙特卡罗模拟估算,印尼镍矿开采投资的风险约为 11.36%。这表明印尼的镍矿开采投资仍具有很大的吸引力。
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Nickel Price Projection Using Multivariate Regression Method and Investment Feasibility Analysis of Nickel Mining in Indonesia with Sensitivity Analysis and Monte Carlo
Nickel is one of the metals commonly used in various industries. Indonesia is one of the countries that has the largest nickel reserves in the world. Nickel prices will be formed through an equilibrium mechanism between production supply and nickel demand. This study will analyse the relationship between nickel price formation, supply, and demand. Nickel prices will also affect the feasibility of nickel mining investment in Indonesia. The data used in this study consists of market data derived from historical reports of the last 5 – 12 years (2010 – 2022) and mining plan assumptions derived from benchmarks with similar industries. The methods used in this analysis are multivariate regression, discounted cash flow, sensitivity analysis, and Monte Carlo simulation. The results of the analysis that have been carried out show the relationship between nickel supply and demand with prices, with estimated nickel price projection ranging from $16,750 / Ton – to $18,927 / Ton. The factors that most influence the feasibility of mining investment are nickel price, sales realization, water content, contractor costs, and fuel costs. The risk of nickel mining investment in Indonesia based on Monte Carlo simulations is estimated at around 11.36%. This shows that nickel mining investment in Indonesia is still very attractive.
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