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Three essays on oil scarcity, global warming and energy prices.

机译:关于石油短缺,全球变暖和能源价格的三篇论文。

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摘要

This dissertation is composed of three essays. In the first essay, I construct a supply and demand model for crude oil markets. I then fit the model to historical price and quantity data to be able to project future oil prices. Ex-post forecasts using this model predict historical price trends more accurately than most oil forecasting models. The second essay incorporates the supply and demand model from the previous paper into a complex systems model that also includes oil futures markets. Adaptive-agent investors in futures markets choose from a set of rules for predicting future prices that includes the rational expectations equilibrium rule, as well as rules that rely on more short-term information. The set of available rules evolves following a genetic algorithm; agents choose which rules to follow based on their past performance. While outcomes vary depending on the specific assumptions made, under a plausible set of assumptions investors can fail to anticipate shortages properly, leading to significant price spikes that would not occur in the rational expectations equilibrium. The last essay addresses the impacts of carbon cap-and-trade policies on consumers. I calculate how higher carbon prices would affect the prices of different consumer goods, how consumers would respond to the price changes, and how the price changes, along with revenue recycling, would impact consumers of different income levels.
机译:本文由三篇论文组成。在第一篇文章中,我构建了原油市场的供需模型。然后,我将模型拟合到历史价格和数量数据,以便能够预测未来的石油价格。与大多数石油预测模型相比,使用该模型的事后预测可以更准确地预测历史价格趋势。第二篇文章将前一篇论文的供求模型结合到一个复杂的系统模型中,该模型还包括石油期货市场。期货市场中的自适应代理投资者从一组预测期货价格的规则中进行选择,这些规则包括理性预期均衡规则以及依赖更多短期信息的规则。可用规则集是根据遗传算法演变而来的;代理根据他们过去的表现选择要遵循的规则。虽然结果会根据做出的特定假设而有所不同,但在一组合理的假设下,投资者可能无法正确预期短缺,从而导致在理性预期均衡中不会发生的重大价格飙升。上一篇文章讨论了碳上限和碳交易政策对消费者的影响。我计算出较高的碳价将如何影响不同消费品的价格,消费者将如何对价格变化做出反应,以及价格变化以及收益再利用将如何影响不同收入水平的消费者。

著录项

  • 作者

    Riddle, Matthew.;

  • 作者单位

    University of Massachusetts Amherst.;

  • 授予单位 University of Massachusetts Amherst.;
  • 学科 Environmental Studies.;Energy.;Economics General.
  • 学位 Ph.D.
  • 年度 2012
  • 页码 220 p.
  • 总页数 220
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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