diff --git a/Bitcoin/Bitcoin_and_Oil.tex b/Bitcoin/Bitcoin_and_Oil.tex
index c64e559..b2b5588 100644
--- a/Bitcoin/Bitcoin_and_Oil.tex
+++ b/Bitcoin/Bitcoin_and_Oil.tex
@@ -39,8 +39,6 @@
 \section{Introduction \& Overview}
 \input{./Sections/Intro.tex}
 \input{./Sections/Background.tex}
-\input{./Sections/Maps.tex}
-\input{./Sections/Subsidy_Chart.tex}
 \input{./Sections/Key_Questions.tex}
 \input{./Sections/Bitcoin_Incentives.tex}
 \input{./Sections/Mining_Structure.tex}
@@ -50,6 +48,8 @@
 \input{./Sections/Oil_Structure.tex}
 \input{./Sections/Oil_Econometrics.tex}
 \input{./Sections/Data.tex}
+\input{./Sections/Maps.tex}
+\input{./Sections/Subsidy_Chart.tex}
 \input{./Sections/Results.tex}
 \input{./Sections/Conclusion.tex}
 
diff --git a/Bitcoin/Sections/Oil_Econometrics.tex b/Bitcoin/Sections/Oil_Econometrics.tex
index b50947e..b8ff20d 100644
--- a/Bitcoin/Sections/Oil_Econometrics.tex
+++ b/Bitcoin/Sections/Oil_Econometrics.tex
@@ -9,7 +9,7 @@
 \end{frame}
 
 \begin{frame}{Oil and Gas Production: Econometric Model }
-	\begin{block}{Estimated 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}
diff --git a/Bitcoin/Sections/Results.tex b/Bitcoin/Sections/Results.tex
index 97fe6ff..e865fda 100644
--- a/Bitcoin/Sections/Results.tex
+++ b/Bitcoin/Sections/Results.tex
@@ -1,19 +1,44 @@
 %------------------------------------------------
 
 \begin{frame}{Results}
-	\tiny
     \begin{columns}[c] % The "c" option specifies centered vertical alignment while the "t" option is used for top vertical alignment
-
        \column{.5\textwidth}
+
+	\tiny
 	\input{tables/reg.tex}\footnote{Year/Month fixed effects omited}\footnote{All reported values are logged}\footnote{Single stage preliminary results do not cite}
-        \column{.45\textwidth} % Left column and width
-        \textbf{Heading}
-        \begin{enumerate}
-            \item Statement
-            \item Explanation
-            \item Example
-        \end{enumerate}
+        \column{.5\textwidth} % Left column and width
+
+\normalsize
+\tiny
+	\begin{block}{Long Run Effect on Oil Production}
+		\begin{equation}
+			\Delta Q_{O}= \Delta P_{WTI}\cdot\beta_{2}\left[\sum_{t=1}^{\infty}\left( \beta_{1}^{t}\right)+ 1\right] 
+\end{equation}
+\end{block}
+\normalsize
+\center
+\(\beta_{1}=0.198\),\(\beta_{2}=0.143\)
+\begin{equation*}
+	\Delta Q_{O}= 0.18\cdot \Delta P_{WTI}
+\end{equation*}
+
 
 
 \end{columns}
 \end{frame}
+\begin{frame}{Intial Estimates}
+	Nation wide the average subsidy equavalient is estiamted to be 0.98\%
+	\newline
+	\textbf{United State}
+	\begin{itemize}
+		\item{\(\Delta Q_{US}\approx 0.18\%\)}
+	\end{itemize}
+	Wyoming subsidy equvalent is estiamted to be 2.13\%. Elasticty estimates in Wyoming range from 0.61 to 0.73 .
+	\newline
+	\textbf{Wyoming}
+	\begin{itemize}
+		\item{\(\Delta Q_{Wy}\approx 1.43\%\)}
+	\end{itemize}
+\end{frame}
+
+