{"title":"Global Oil Market Forecasting Models","authors":"V. Akinfiev","doi":"10.1109/MLSD49919.2020.9247646","DOIUrl":null,"url":null,"abstract":"The article analyzes the problems of modeling and forecasting the world oil market, and also provides an overview of approaches and models in this area. The key factors affecting the formation of oil prices are presented, and their relationship is examined. The forecasting models of the world oil market based on the use of econometric analysis methods and structural VAR models are considered. Another area is the use of game and behavioral models. Widely used models of market equilibrium analysis taking into account various market structures based on MPEC models. Of considerable practical interest are also methods that combine game models, methods of multi-agent modeling, and modeling based on expert information. The analysis presented in the work shows that in many cases the use of mathematical models to predict the global oil market is useful, it allows you to get closer to understanding the mechanisms of its functioning and the relationship of its parameters.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MLSD49919.2020.9247646","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

The article analyzes the problems of modeling and forecasting the world oil market, and also provides an overview of approaches and models in this area. The key factors affecting the formation of oil prices are presented, and their relationship is examined. The forecasting models of the world oil market based on the use of econometric analysis methods and structural VAR models are considered. Another area is the use of game and behavioral models. Widely used models of market equilibrium analysis taking into account various market structures based on MPEC models. Of considerable practical interest are also methods that combine game models, methods of multi-agent modeling, and modeling based on expert information. The analysis presented in the work shows that in many cases the use of mathematical models to predict the global oil market is useful, it allows you to get closer to understanding the mechanisms of its functioning and the relationship of its parameters.
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全球石油市场预测模型
本文分析了世界石油市场建模和预测的问题,并对该领域的方法和模型进行了概述。提出了影响石油价格形成的关键因素,并考察了它们之间的关系。研究了基于计量分析方法和结构VAR模型的世界石油市场预测模型。另一个领域是游戏和行为模型的使用。广泛使用的基于MPEC模型的市场均衡分析模型考虑了不同的市场结构。结合博弈模型、多智能体建模方法和基于专家信息的建模方法也具有相当大的实际意义。工作中提出的分析表明,在许多情况下,使用数学模型来预测全球石油市场是有用的,它使您能够更深入地了解其运作机制及其参数之间的关系。
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