Three essays on oil scarcity, global warming and energy prices

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...

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Main Author: Riddle, Matthew
Language:ENG
Published: ScholarWorks@UMass Amherst 2012
Subjects:
Online Access:https://scholarworks.umass.edu/dissertations/AAI3518275
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spelling ndltd-UMASS-oai-scholarworks.umass.edu-dissertations-65722020-12-02T14:32:44Z Three essays on oil scarcity, global warming and energy prices Riddle, Matthew 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. 2012-01-01T08:00:00Z text https://scholarworks.umass.edu/dissertations/AAI3518275 Doctoral Dissertations Available from Proquest ENG ScholarWorks@UMass Amherst Environmental Studies|Economics|Energy
collection NDLTD
language ENG
sources NDLTD
topic Environmental Studies|Economics|Energy
spellingShingle Environmental Studies|Economics|Energy
Riddle, Matthew
Three essays on oil scarcity, global warming and energy prices
description 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.
author Riddle, Matthew
author_facet Riddle, Matthew
author_sort Riddle, Matthew
title Three essays on oil scarcity, global warming and energy prices
title_short Three essays on oil scarcity, global warming and energy prices
title_full Three essays on oil scarcity, global warming and energy prices
title_fullStr Three essays on oil scarcity, global warming and energy prices
title_full_unstemmed Three essays on oil scarcity, global warming and energy prices
title_sort three essays on oil scarcity, global warming and energy prices
publisher ScholarWorks@UMass Amherst
publishDate 2012
url https://scholarworks.umass.edu/dissertations/AAI3518275
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