Development of methodology for scenario analysis of investment projects of enterprises of the mineral resource complex

IF 2.4 Q2 MINING & MINERAL PROCESSING
K. Matrokhina, V. Trofimets, E. Mazakov, A. Makhovikov, M. Khaykin
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引用次数: 13

Abstract

Theoretical and applied aspects of scenario analysis of investment projects of enterprises in the mineral resource sector of the economy are considered, its advantages and disadvantages are analyzed. Taking into account the organizational and economic features of mineral resources management, a number of new modifications of the scenario analysis method, aimed at solving an urgent problem - reducing the information uncertainty in assessing the expected efficiency and risk of investment projects, are proposed. The peculiarity of the proposed new modifications is the use of the interval-probabilistic approach in the implementation of the scenario analysis procedure. This approach is based on a moderately pessimistic system of preferences in obtaining point values of the investment project initial parameters. Fishburn estimates and the hierarchy analysis method were used to reduce subjective uncertainty. The maximum likelihood values in the sense of the maximum a priori probability are used as expected estimates. An additional indicator of risk assessment, which characterizes the probability of the event that the net present value of the project will take a value less than the specified one, is proposed. When analyzing one project, this indicator is more informative than the standard deviation. A statistical hypothesis was tested on the improvement of the validity of investment decisions developed using the modified scenario analysis method compared to the standard method.
开发矿产资源综合体企业投资项目情景分析方法
从理论和应用两个方面对经济中矿产资源行业企业投资项目情景分析进行了研究,分析了其优缺点。考虑到矿物资源管理的组织和经济特点,对情景分析方法提出了一些新的修改,目的是解决一个紧迫的问题- -减少评估投资项目的预期效率和风险时的信息不确定性。提出的新修改的特点是在实施情景分析过程中使用了区间概率方法。这种方法是基于一个适度悲观的偏好系统来获得投资项目初始参数的点值。采用Fishburn估计和层次分析法来降低主观不确定性。最大先验概率意义上的最大似然值被用作期望估计。提出了一个风险评估的附加指标,它表征了项目净现值小于指定值的事件的概率。在分析一个项目时,这个指标比标准差更能提供信息。与标准方法相比,使用改进的情景分析方法对投资决策有效性的改善进行了统计假设检验。
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来源期刊
Journal of Mining Institute
Journal of Mining Institute MINING & MINERAL PROCESSING-
CiteScore
7.50
自引率
25.00%
发文量
62
审稿时长
8 weeks
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