Ryan Kellogg

This paper estimates the response of investment to changes in uncertainty using data on oil drilling in Texas and the expected volatility of the future price of oil. Using a dynamic model of firms’ investment problem, I find that: (1) the response of drilling activity to changes in price volatility has a magnitude consistent with the optimal response prescribed by theory, (2) the cost of failing to respond to volatility shocks is economically significant, and (3) implied volatility data derived from futures options prices yields a better fit to firms’ investment behavior than backward-looking volatility measures such as GARCH.

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Areas of Focus: Energy Markets
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Energy Markets
Well-functioning markets are essential for providing access to reliable, affordable energy. EPIC research is uncovering the policies, prices and information needed to help energy markets work efficiently.
Fossil Fuels
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Fossil Fuels
Under current policies, fossil fuels will play an important role in the energy system for the foreseeable future. EPIC research is exploring the costs and benefits of these fuels as...