diff --git a/LATEX/Chapter_II/Chapter_II.tex b/LATEX/Chapter_II/Chapter_II.tex
index a75f204..970670d 100644
--- a/LATEX/Chapter_II/Chapter_II.tex
+++ b/LATEX/Chapter_II/Chapter_II.tex
@@ -52,7 +52,7 @@
 			\end{enumerate}
 		\end{column}
 		\begin{column}{0.5\textwidth}
-		\textbf{Farm Service Agency (FSA) payments}
+		\textbf{Subdistrict 1 payments}
 			\begin{enumerate}
 				\item{Permanent retirement}
 				\item{\$22 per acre per year}
@@ -72,6 +72,12 @@
 			\vfill
 			\onslide<2>{Sbd1 pumping fee was \$45 per acre-foot in 2011, rasied to \$75 in 2012. \emph{Only one year with a high pumping fee in eligibility period}}
 \end{frame}
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{CREP: Location}
+	\centering
+	\includegraphics[width=0.62\textwidth]{Chapter_II/Figures/CREP_DIS_MAP.pdf}
+\end{frame}
+
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \begin{frame}{How can existing Sbd1 conservation affect a PES?}
 	CREP can induce water savings directly through enrolled wells, or indirectly through the response of neighboring wells \citep{rouhirad2021}. 
@@ -135,18 +141,76 @@ Two steps are used to estimate the change in CREP efficacy due to changes in wel
 Where \emph{g} is the set of all lags \(\ell\). The final equation estimates the ATT, by the sum of cohort treatment effects weighted by the cohort sample share in and scaled by the number of periods in the set \(|\)\emph{g}\(|\) \citep{sun2021}.
 \end{frame}
 \subsection{Result}
-%%%%%%%%%%%%%%%%%%%%%%%
-%\begin{frame}{Results Subdistrict 1 effect on CREP well pumping}
-%	\includegraphics[width=\textwidth]{Chapter_II/Figures/Policy_Bar_Graph.jpeg}
-%\end{frame}
-\begin{frame}{Results Subdistrict 1 effect on number of neighbor wells}
+%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Results: Subdistrict 1 effect on CREP well pumping}
+	\centering
+	\begin{table}
+		\caption{Response to 2011 pumping fee}
+	\includegraphics[width=0.6\textwidth]{Chapter_II/Figures/2011_RESPONSE.png}
+\end{table}
+\end{frame}
+%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Adjustments in average pumping by well group}
+	\centering
+		\includegraphics[width=\textwidth]{Chapter_II/Figures/Pumping_Rates.jpeg}
+\end{frame}
+%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\begin{frame}{Results: direct effect on CREP and nearby well pumping}
+	\centering
+\only<1>{	
+	\begin{table}
+		\caption{CREP and neighbor pumping response}
+	\includegraphics[width=0.65\textwidth]{Chapter_II/Figures/CREP_RESPONSE.png}
+	\end{table}
+}
+\only<2>{
+	\begin{figure}
+		\includegraphics[width=\textwidth]{Chapter_II/Figures/CREP_EVENT_STUDY.pdf}
+		\caption{CREP event study}
+	\end{figure}
+}
+\only<3>{
+
+	\begin{figure}
+		\includegraphics[width=\textwidth]{Chapter_II/Figures/CLOSE_CREP_EVENT_STUDY.pdf}
+		\caption{Nearby well event study}
+	\end{figure}
+}
+\end{frame}
+%%%%%%%%%%%%%%
+\begin{frame}{Results: Subdistrict 1 effect on CREP enrollment}
+	\centering
+	\begin{table}
+		\caption{Probit model of selection into CREP}
+	\includegraphics[width=0.45\textwidth]{Chapter_II/Figures/PROBIT.png}
+	\end{table}
+\end{frame}
+
+%%%%%%%%%%%%%%%%%
+\begin{frame}{Results: Subdistrict 1 effect on number of neighbor wells}
 	\centering
 	\includegraphics[width=0.7\textwidth]{Chapter_II/Figures/BOX_PLOT_WITH_RANDOM.pdf}
 \end{frame}
 
 \begin{frame}{Overall Change}
+	\only<1>{
 	\includegraphics[width=\textwidth]{Chapter_II/Figures/Policy_Bar_Graph.jpeg}
+}
+\only<2>{
+\Large	\textbf{Total effect of Subdistrict 1 on CREP}
+\large
+	\begin{enumerate}
+		\item{CREP conserves 32\% less ground water.}
+		\item{29.5\% increase in enrollment and cost}
+		\item{Nearby wells reduce water use }
+	\end{enumerate}
+%\includegraphics[width=\textwidth]{Chapter_II/Figures/POLICY_COUNTER_FACT.jpeg}
+}
+\end{frame}
+%%%%%%%%%%%%%%%%%
+\begin{frame}[plain]
+	\huge 
+	Conclusion
 \end{frame}
 
 
-
diff --git a/LATEX/Chapter_II/Figures/2011_RESPONSE.png b/LATEX/Chapter_II/Figures/2011_RESPONSE.png
new file mode 100644
index 0000000..d5ead61
Binary files /dev/null and b/LATEX/Chapter_II/Figures/2011_RESPONSE.png differ
diff --git a/LATEX/Chapter_II/Figures/CREP_RESPONSE.png b/LATEX/Chapter_II/Figures/CREP_RESPONSE.png
new file mode 100644
index 0000000..9c0d709
Binary files /dev/null and b/LATEX/Chapter_II/Figures/CREP_RESPONSE.png differ
diff --git a/LATEX/Chapter_II/Figures/PROBIT.png b/LATEX/Chapter_II/Figures/PROBIT.png
new file mode 100644
index 0000000..e90be9f
Binary files /dev/null and b/LATEX/Chapter_II/Figures/PROBIT.png differ
diff --git a/LATEX/Chapter_III/Chapter_III.tex b/LATEX/Chapter_III/Chapter_III.tex
index 617c336..5947d81 100644
--- a/LATEX/Chapter_III/Chapter_III.tex
+++ b/LATEX/Chapter_III/Chapter_III.tex
@@ -185,6 +185,10 @@
 \end{equation*}}
 \end{frame}
 
+\begin{frame}[plain]
+	\huge 
+	Conclusion
+\end{frame}
 
 
 	
diff --git a/LATEX/Defense.tex b/LATEX/Defense.tex
index 6426721..e1bfed9 100644
--- a/LATEX/Defense.tex
+++ b/LATEX/Defense.tex
@@ -61,8 +61,8 @@
 \frame{\titlepage}
 %%%%%%%%%%%%%%%%%%%%
 \begin{frame}{Outline}
-%    \tableofcontents[hideallsubsections]
-    \tableofcontents
+    \tableofcontents[hideallsubsections]
+%    \tableofcontents
 \end{frame}
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 \section{Chapter I: Collective Action to Manage Agricultural Groundwater, Drivers and Outcomes}\label{ChapterI}