Job_Talk/Bitcoin/Sections/Oil_Econometrics.tex
2022-10-31 18:17:14 -06:00

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\begin{frame}{Oil and Gas Production: Assumptions }
\textbf{Assumptions}
\begin{enumerate}
\item{Engineer probabilistically knows the production path of each well }
\item{Marginal production choice is to drill a new well in a particular location}
\item{Future production is modeled by a best fit Arps model}
\item{Constant discount rate of 4.5\%}
\end{enumerate}
\end{frame}
\begin{frame}{Oil and Gas Production: Econometric Model }
\begin{block}{Long Run Effect on Oil Produced}
\begin{equation}
Q_{O,b,t}=\beta_{1} Q_{O,b,t-1}+\beta_{2} P_{WTI,t-1}+\beta_{3} P_{HH,t-1}+\beta_{4}\theta_{t}+\gamma_{t,b}+\epsilon_{b,t}
\end{equation}
\end{block}
Where \(Q_{O,b,t}\) is the net present oil produced in a basin state pair b, at time t, \(P_{WTI}\) is the West Texas Intermediate futures price, \(P_{HH}\) is the futures price of the Henry Hub spot market, \(\theta_{t}\) is a month dummy, and \(\gamma_{b,t}\) is a variable that represents the amount of monetary damage from natural disasters.\newline
\textbf{2SLS is used, with instruments of:}
\begin{enumerate}
\item{VAR model residuals of oil refinery volumes, and gas storage}
\item{Regional population weighted cooling and heating degree days}
\item{Sum of the standard of each instrument over the last 12 months}
\end{enumerate}
\end{frame}