diff --git a/LATEX/Chapter_I/figures/Iplot.tex b/LATEX/Chapter_I/figures/Iplot.tex new file mode 100644 index 0000000..348a28a --- /dev/null +++ b/LATEX/Chapter_I/figures/Iplot.tex @@ -0,0 +1,5 @@ +\begin{figure}% + \centering + \includegraphics[width=\textwidth]{Iplot_Weighted.png}% + \caption{Event study of Subdistrict One formation with parcel weighting}\label{REG:EVENTW}% +\end{figure}% diff --git a/LATEX/Chapter_I/figures/Iplot_Raw.tex b/LATEX/Chapter_I/figures/Iplot_Raw.tex new file mode 100644 index 0000000..d354864 --- /dev/null +++ b/LATEX/Chapter_I/figures/Iplot_Raw.tex @@ -0,0 +1,5 @@ +\begin{figure}% + \centering + \includegraphics[width=\textwidth]{Iplot_Raw.png}% + \caption{Event study of Subdistrict One formation}\label{REG:EVENT}% +\end{figure}% diff --git a/LATEX/Chapter_I/figures/MapParcels.tex b/LATEX/Chapter_I/figures/MapParcels.tex new file mode 100755 index 0000000..7a59f30 --- /dev/null +++ b/LATEX/Chapter_I/figures/MapParcels.tex @@ -0,0 +1,8 @@ +\begin{figure}% + \centering +% \fbox{\includegraphics[angle=-90,origin=c,width=0.85\textwidth]{SLV_Map.png}} +% \includegraphics[width=0.85\textwidth]{SLV_Map.png} + \includegraphics[width=1.25\textwidth]{SLV_Map.png}% + \caption{Crop parcels and legal parcels in 2009}\label{yearly_crop_overlap}% + +\end{figure}% \ No newline at end of file diff --git a/LATEX/Chapter_I/figures/ParcelJoin.tex b/LATEX/Chapter_I/figures/ParcelJoin.tex new file mode 100755 index 0000000..d415b3d --- /dev/null +++ b/LATEX/Chapter_I/figures/ParcelJoin.tex @@ -0,0 +1,17 @@ +% 0.75 is distance below figure, 0.45 is % filled horizontally, width=1 is scale of image +\begin{figure} + \subfloat[Crop Parcels and Legal Parcels]{ + \begin{minipage}[c][0.75\width]{ + 0.45\textwidth} + \centering + \includegraphics[width=1\textwidth]{pre_proc.png} + \end{minipage}} + \hfill + \subfloat[Intersection of Parcels]{ + \begin{minipage}[c][0.75\width]{ + 0.45\textwidth} + \centering + \includegraphics[width=1\textwidth]{post_proc.png} + \end{minipage}} +\caption{Example of parcel overlap procedure}\label{compare} +\end{figure} diff --git a/LATEX/Chapter_I/figures/RegDis.tex b/LATEX/Chapter_I/figures/RegDis.tex new file mode 100755 index 0000000..4464c53 --- /dev/null +++ b/LATEX/Chapter_I/figures/RegDis.tex @@ -0,0 +1,38 @@ +\begin{figure}% + \centering + \includegraphics[width=1.0\linewidth]{Reg_Dis_Plot.pdf} % For landscape, set width=0.92 + \caption{Sale price discontinuity}\label{fig:dis} + \medskip % induce some separation between caption and explanatory material + + % Notes for figure + \raggedright + \hspace{1.0cm}\emph{Notes:} a) In 2006 the subdistrict was formed under the legal threat of curtailed\\ + \hspace{2.6cm} pumping and increased externality costs during a drought.\\ + \hspace{2.2cm} b) In 2011 the pumping fee began.\\ + \hspace{2.2cm} c) Prices are inflation adjusted using average United States farmland\\ + \hspace{2.6cm} values \parencite{unitedstatesdepartmentofagriculture2020},\\ + \hspace{2.6cm} and \acs{CPI} \parencite{u.s.bureauoflaborstatistics2024}.\\ + \hspace{2.2cm} d) The upper and lower extrema of each period was removed.\\ + % if you want to insert a dividing line 4 cm long + % \rule{4cm}{0.4pt} +\end{figure}% +\vspace{1.0cm} + + +% OLD CODE SUPPORTING LANDSCAPE + +% \begin{figure}% +% \centering +% \includegraphics[width=0.92\linewidth]{Reg_Dis_Plot.pdf} +% \caption{Sale price discontinuity}\label{fig:dis} +% \medskip % induce some separation between caption and explanatory material +% \begin{minipage}{1.0\textwidth} % choose width suitably +% { % \footnotesize +% {$\bullet$} In 2006 the subdistrict was formed under the legal threat of curtailed pumping and increased\\ +% \hspace{1.0cm} externality costs during a drought.\\ +% {$\bullet$} In 2011 the pumping fee began.\\ +% {$\bullet$} Prices are inflation adjusted using average U.S. farmland values \parencite{unitedstatesdepartmentofagriculture2020}, and \acs{CPI} \parencite{u.s.bureauoflaborstatistics2024}.\\ +% {$\bullet$} The upper and lower extrema of each period was removed. +% \par} +% \end{minipage} +% \end{figure}% \ No newline at end of file diff --git a/LATEX/Chapter_I/figures/Relative_Influence.tex b/LATEX/Chapter_I/figures/Relative_Influence.tex new file mode 100644 index 0000000..08889f4 --- /dev/null +++ b/LATEX/Chapter_I/figures/Relative_Influence.tex @@ -0,0 +1,5 @@ +\begin{figure}[!htp]% + \centering + \fbox{\includegraphics[width=0.5\textwidth]{Relative_Influence.png}} + \caption{Relative influence of selection criteria on propensity score}\label{FIG:REL_INF}% +\end{figure}% diff --git a/LATEX/Chapter_I/images/Alamosa499933301020.pdf b/LATEX/Chapter_I/images/Alamosa499933301020.pdf new file mode 100755 index 0000000..dbf00d1 Binary files /dev/null and b/LATEX/Chapter_I/images/Alamosa499933301020.pdf differ diff --git a/LATEX/Chapter_I/images/Alamosa500317100037.pdf b/LATEX/Chapter_I/images/Alamosa500317100037.pdf new file mode 100755 index 0000000..47c9a0f Binary files 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b/LATEX/Chapter_I/images/Cumulative_Resid.png differ diff --git a/LATEX/Chapter_I/images/DISC.png b/LATEX/Chapter_I/images/DISC.png new file mode 100755 index 0000000..3b02008 Binary files /dev/null and b/LATEX/Chapter_I/images/DISC.png differ diff --git a/LATEX/Chapter_I/images/DRAFT3_REG_TABLES.tex b/LATEX/Chapter_I/images/DRAFT3_REG_TABLES.tex new file mode 100755 index 0000000..5647cab --- /dev/null +++ b/LATEX/Chapter_I/images/DRAFT3_REG_TABLES.tex @@ -0,0 +1,81 @@ +% chktex-file 44 + +\documentclass{article} +\usepackage{lscape} +\usepackage{dcolumn} +\usepackage{graphicx} +\usepackage{adjustbox} +\begin{document} +\begin{table}[!htbp] \centering + \caption{\label{} } +%\begin{adjustbox}{width=\textwidth} +\begin{tabular}{@{\extracolsep{5pt}}lccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & \multicolumn{3}{c}{\textit{Dependent variable:}} \\ +\cline{2-4} +\\[-1.8ex] & \multicolumn{3}{c}{Sale Price (ln)} \\ +%\\[-1.8ex] & \textbf{Weighted DID with Interactions} & \textbf{Weighted DID} & \textbf{Legal Parcel Fixed Effect}\\ +\\[-1.8ex] & Weighted DID with Interactions & Weighted DID & Parcel Fixed Effect\\ %\\[-1.8ex] & (1) & (2) & (3)\\ +\hline \\[-1.8ex] + + \\[-1.8ex] & \multicolumn{3}{c}{\textbf{Policy Effect in Subdistrict Post Formation (2006)}}\\ +\cline{2-4} + Uses Groundwater& $-$1.124$^{**}$ (0.554) & & \\ + Uses Surface Water & 1.913$^{***}$ (0.438) & & \\ + All Parcels & $-$0.037 (0.255) & 0.545$^{***}$ (0.197) & 0.682$^{**}$ (0.290) \\ + \cline{2-4} + \\[-1.8ex] & \multicolumn{3}{c}{\textbf{Policy Effect in Subdistrict Post Pumping Fee (2009)}} \\ + \cline{2-4} + Uses Groundwater & 1.806$^{***}$ (0.676) & & \\ + Uses Surface Water & $-$0.699 (0.534) & & \\ + All Parcels & $-$0.793$^{***}$ (0.306) & $-$0.799$^{***}$ (0.239) & $-$0.866$^{***}$ (0.268) \\ + \hline \\[-1.8ex] +Observations & 3,658 & 3,658 & 1,428 \\ +R$^{2}$ & 0.354 & 0.305 & 0.804 \\ +Adjusted R$^{2}$ & 0.341 & 0.294 & 0.654 \\ +Residual Std. Error & 2.447 (df = 2982) & 2.533 (df = 2994) & 1.658 (df = 777) \\ +F Statistic & 27.225$^{***}$ (df = 60; 2982) & 27.407$^{***}$ (df = 48; 2994) & 5.368$^{***}$ (df = 594; 777) \\ +\hline +\hline \\[-1.8ex] +\textit{Note:} & \multicolumn{3}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +%\end{adjustbox} +\end{table} +%-----------------------Logit +\begin{table}[!htbp] + \centering + \caption{\label{}} +\begin{tabular}{@{\extracolsep{5pt}}lc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & \multicolumn{1}{c}{\textit{Dependent variable:}} \\ +\cline{2-2} +\\[-1.8ex] & Legal Parcel is in Subdistrict One \\ +\hline \\[-1.8ex] + Number of Sales Before 2009 & 0.279$^{***}$ (0.083) \\ + Calc. Area & 0.001$^{***}$ (0.0005) \\ + Area Record Exists & 1.783$^{***}$ (0.188) \\ + Groundwater Used in 2002 & 0.253 (0.581) \\ + Groundwater Used in 2005 & 1.701$^{***}$ (0.558) \\ + Sprinkler Used in 2002 & 3.104$^{***}$ (0.614) \\ + Sprinkler Used in 2005 & 0.792 (0.589) \\ + Crop Area in 2002 & 0.336 (0.226) \\ + Crop Area in 2005 & $-$0.601$^{**}$ (0.249) \\ + \% Alfalfa in 2002 & $-$2.454$^{***}$ (0.438) \\ + \% Alfalfa in 2005 & $-$2.976$^{***}$ (0.456) \\ + \% Small Grains in 2002 & $-$1.064$^{**}$ (0.496) \\ + \% Small Grains in 2005 & $-$2.356$^{***}$ (0.524) \\ + \% Pasture Land 2002 & $-$1.081$^{***}$ (0.379) \\ + \% Pasture Land 2005 & $-$2.634$^{***}$ (0.342) \\ + Constant & $-$2.639$^{***}$ (0.215) \\ + \hline \\[-1.8ex] +Observations & 1,919 \\ +Log Likelihood & $-$707.611 \\ +Akaike Inf. Crit. & 1,447.223 \\ +\hline +\hline \\[-1.8ex] +\textit{Note: One Entry Per Parcel} & \multicolumn{1}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +\end{table} +\end{document} diff --git a/LATEX/Chapter_I/images/Discontinuity3.png b/LATEX/Chapter_I/images/Discontinuity3.png new file mode 100755 index 0000000..48d7627 Binary files /dev/null and b/LATEX/Chapter_I/images/Discontinuity3.png differ diff --git a/LATEX/Chapter_I/images/IPTW_Weight_Histogram.png b/LATEX/Chapter_I/images/IPTW_Weight_Histogram.png new file mode 100644 index 0000000..d9e4083 Binary files /dev/null and b/LATEX/Chapter_I/images/IPTW_Weight_Histogram.png differ diff --git a/LATEX/Chapter_I/images/IRF_ALF.png b/LATEX/Chapter_I/images/IRF_ALF.png new file mode 100644 index 0000000..3257b36 Binary files /dev/null and b/LATEX/Chapter_I/images/IRF_ALF.png differ diff --git a/LATEX/Chapter_I/images/IRF_POT.png b/LATEX/Chapter_I/images/IRF_POT.png new file mode 100644 index 0000000..39d173a 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a/LATEX/Chapter_I/images/reg_table.pdf b/LATEX/Chapter_I/images/reg_table.pdf new file mode 100644 index 0000000..94f9bc0 Binary files /dev/null and b/LATEX/Chapter_I/images/reg_table.pdf differ diff --git a/LATEX/Chapter_I/images/reg_table.tex b/LATEX/Chapter_I/images/reg_table.tex new file mode 100755 index 0000000..68dfdb1 --- /dev/null +++ b/LATEX/Chapter_I/images/reg_table.tex @@ -0,0 +1,88 @@ +% chktex-file 44 + +\documentclass{article} +\usepackage{lscape} +\usepackage{dcolumn} +\usepackage{graphicx} +\usepackage{adjustbox} +\begin{document} +\begin{table}[!htbp] \centering + \caption{}\label{} +%\begin{adjustbox}{width=\textwidth} +\begin{tabular}{@{\extracolsep{5pt}}lccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & \multicolumn{3}{c}{\textit{Dependent variable:}} \\ +\cline{2-4} +\\[-1.8ex] & \multicolumn{3}{c}{Sale Price (ln)} \\ +%\\[-1.8ex] & \textbf{Weighted DID with Interactions} & \textbf{Weighted DID} & \textbf{Legal Parcel Fixed Effect}\\ +\\[-1.8ex] & Weighted DID with Interactions & Weighted DID & Parcel Fixed Effect\\ %\\[-1.8ex] & (1) & (2) & (3)\\ +\hline \\[-1.8ex] + Reported Area & 0.0004$^{***}$ (0.0001) & 0.0004$^{***}$ (0.0001) & \\ + Calculated Area (ln) & $-$0.134$^{***}$ (0.041) & $-$0.100$^{**}$ (0.043) & \\ + % Area Was Reported & $-$0.048 (0.182) & 0.157 (0.187) & \\ + Report Exists:Calc. Area (ln) & 0.283$^{***}$ (0.048) & 0.287$^{***}$ (0.049) & \\ + Improved Indicator & 1.065$^{***}$ (0.148) & 1.215$^{***}$ (0.152) & 0.572 (0.540) \\ + Addtl. Feature Price (ln)& $-$0.018$^{***}$ (0.005) & $-$0.021$^{***}$ (0.005) & $-$1.074$^{***}$ (0.401) \\ + % Improved:Value of non-land (ln) & 0.028$^{**}$ (0.012) & 0.033$^{**}$ (0.013) & 0.104$^{**}$ (0.042) \\ + In Subdistrict & $-$0.023 (0.110) & $-$0.035 (0.083) & \\ +\cline{2-4} + \\[-1.8ex] & \multicolumn{3}{c}{\textbf{Subdistrict Post Formation (2006)}}\\ +\cline{2-4} + Groundwater& $-$1.124$^{**}$ (0.554) & & \\ + Surface Water & 1.913$^{***}$ (0.438) & & \\ + All Parcels & $-$0.037 (0.255) & 0.545$^{***}$ (0.197) & 0.682$^{**}$ (0.290) \\ + \cline{2-4} + \\[-1.8ex] & \multicolumn{3}{c}{\textbf{Subdistrict Post Pumping Fee (2009)}} \\ + \cline{2-4} + Groundwater & 1.806$^{***}$ (0.676) & & \\ + Surface Water & $-$0.699 (0.534) & & \\ + All Parcels & $-$0.793$^{***}$ (0.306) & $-$0.799$^{***}$ (0.239) & $-$0.866$^{***}$ (0.268) \\ + \hline \\[-1.8ex] +Observations & 3,658 & 3,658 & 1,428 \\ +R$^{2}$ & 0.354 & 0.305 & 0.804 \\ +Adjusted R$^{2}$ & 0.341 & 0.294 & 0.654 \\ +Residual Std. Error & 2.447 (df = 2982) & 2.533 (df = 2994) & 1.658 (df = 777) \\ +F Statistic & 27.225$^{***}$ (df = 60; 2982) & 27.407$^{***}$ (df = 48; 2994) & 5.368$^{***}$ (df = 594; 777) \\ +\hline +\hline \\[-1.8ex] +\textit{Note:} & \multicolumn{3}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +%\end{adjustbox} +\end{table} +%-----------------------Logit +\begin{table}[!htbp] \centering + \caption{\label{}} +\begin{tabular}{@{\extracolsep{5pt}}lc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & \multicolumn{1}{c}{\textit{Dependent variable:}} \\ +\cline{2-2} +\\[-1.8ex] & Legal Parcel is in Subdistrict One \\ +\hline \\[-1.8ex] + Number of Sales Before 2009 & 0.279$^{***}$ (0.083) \\ + Calc. Area & 0.001$^{***}$ (0.0005) \\ + Area Record Exists & 1.783$^{***}$ (0.188) \\ + Groundwater Used in 2002 & 0.253 (0.581) \\ + Groundwater Used in 2005 & 1.701$^{***}$ (0.558) \\ + Sprinkler Used in 2002 & 3.104$^{***}$ (0.614) \\ + Sprinkler Used in 2005 & 0.792 (0.589) \\ + Crop Area in 2002 & 0.336 (0.226) \\ + Crop Area in 2005 & $-$0.601$^{**}$ (0.249) \\ + \% Alfalfa in 2002 & $-$2.454$^{***}$ (0.438) \\ + \% Alfalfa in 2005 & $-$2.976$^{***}$ (0.456) \\ + \% Small Grains in 2002 & $-$1.064$^{**}$ (0.496) \\ + \% Small Grains in 2005 & $-$2.356$^{***}$ (0.524) \\ + \% Pasture Land 2002 & $-$1.081$^{***}$ (0.379) \\ + \% Pasture Land 2005 & $-$2.634$^{***}$ (0.342) \\ + Constant & $-$2.639$^{***}$ (0.215) \\ + \hline \\[-1.8ex] +Observations & 1,919 \\ +Log Likelihood & $-$707.611 \\ +Akaike Inf. Crit. & 1,447.223 \\ +\hline +\hline \\[-1.8ex] +\textit{Note: One Entry Per Parcel} & \multicolumn{1}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +\end{table} +\end{document} diff --git a/LATEX/Chapter_I/images/working.pdf b/LATEX/Chapter_I/images/working.pdf new file mode 100644 index 0000000..a21cc7e Binary files /dev/null and b/LATEX/Chapter_I/images/working.pdf differ diff --git a/LATEX/Chapter_I/images/working.tex b/LATEX/Chapter_I/images/working.tex new file mode 100755 index 0000000..b9aa77a --- /dev/null +++ b/LATEX/Chapter_I/images/working.tex @@ -0,0 +1,118 @@ +% chktex-file 44 + +\documentclass{article} +\usepackage{lscape} +\usepackage{dcolumn} +\usepackage{graphicx} +\usepackage{adjustbox} +\begin{document} +% Table created by stargazer v.5.2.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu +% Date and time: Fri, Sep 11, 2020 - 02:36:17 PM +\begin{table}[!htbp] \centering + \caption{\label{}} +\begin{adjustbox}{width=\textwidth} +\begin{tabular}{@{\extracolsep{5pt}}lcc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & \multicolumn{2}{c}{\textit{Dependent variable:}} \\ +\cline{2-3} +\\[-1.8ex] & \multicolumn{2}{c}{log(R\_PRICE)} \\ +\\[-1.8ex] & (1) & (2)\\ +\hline \\[-1.8ex] + Reported Area & 0.0004$^{***}$ & \\ + & (0.0001) & \\ + & & \\ + Has a Reported Area & $-$0.080 & \\ + & (0.182) & \\ + & & \\ + Calculated Area (ln) & $-$0.142$^{***}$ & \\ + & (0.041) & \\ + & & \\ + Improvement & 0.857$^{***}$ & 0.540 \\ + & (0.075) & (0.540) \\ + & & \\ + Non-land Assessed Value & 0.00000$^{***}$ & \\ + & (0.00000) & \\ + & & \\ + Subdistrict & & $-$1.057$^{***}$ \\ + & & (0.401) \\ + & & \\ + Post Fee & $-$0.027 & \\ + & (0.110) & \\ + & & \\ + Post 2006 & 0.176 & \\ + & (0.604) & \\ + & & \\ + Groundwater & & \\ + & & \\ + & & \\ + Surface Water & 0.673$^{***}$ & \\ + & (0.160) & \\ + & & \\ + Has a Reported Area: Calculated Area (ln) & 0.155 & \\ + & (0.134) & \\ + & & \\ + Subdistrict:Post Fee & 0.293$^{***}$ & \\ + & (0.048) & \\ + & & \\ + Subdistrict:Post 2006 & $-$0.899$^{***}$ & \\ + & (0.305) & \\ + & & \\ + Subdistrict:Groundwater & & \\ + & & \\ + & & \\ + Subdistrict:Surface Water & & 0.101$^{**}$ \\ + & & (0.042) \\ + & & \\ + SBD11:P\_2006 & 0.032 & 0.805$^{***}$ \\ + & (0.255) & (0.308) \\ + & & \\ + SBD11:GW\_IND\_2005 & $-$1.213$^{***}$ & \\ + & (0.213) & \\ + & & \\ + SBD11:SW\_IND\_2005 & 0.708$^{***}$ & \\ + & (0.185) & \\ + & & \\ + P\_START\_09:GW\_IND\_2005 & 0.235 & \\ + & (0.465) & \\ + & & \\ + P\_START\_09:SW\_IND\_2005 & $-$0.488 & \\ + & (0.378) & \\ + & & \\ + P\_2006:GW\_IND\_2005 & $-$0.719$^{*}$ & \\ + & (0.371) & \\ + & & \\ + P\_2006:SW\_IND\_2005 & 0.332 & \\ + & (0.315) & \\ + & & \\ + SBD11:P\_START\_09:GW\_IND\_2005 & 1.874$^{***}$ & \\ + & (0.676) & \\ + & & \\ + SBD11:P\_START\_09:SW\_IND\_2005 & $-$0.626 & \\ + & (0.533) & \\ + & & \\ + SBD11:P\_2006:GW\_IND\_2005 & $-$1.139$^{**}$ & \\ + & (0.554) & \\ + & & \\ + SBD11:P\_2006:SW\_IND\_2005 & 1.832$^{***}$ & \\ + & (0.437) & \\ + & & \\ + SBD11:P\_2009 & & $-$0.948$^{***}$ \\ + & & (0.281) \\ + & & \\ + Constant & 9.361$^{***}$ & $-$0.045 \\ + & (0.354) & (5.623) \\ + & & \\ +\hline \\[-1.8ex] +Observations & 3,658 & 1,428 \\ +R$^{2}$ & 0.354 & 0.804 \\ +Adjusted R$^{2}$ & 0.341 & 0.654 \\ +Residual Std. Error & 2.447 (df = 2983) & 1.658 (df = 778) \\ +F Statistic & 27.689$^{***}$ (df = 59; 2983) & 5.378$^{***}$ (df = 593; 778) \\ +\hline +\hline \\[-1.8ex] +\textit{Note:} & \multicolumn{2}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +\end{adjustbox} +\end{table} +\end{document} diff --git a/LATEX/Chapter_I/tables/ALT_SBD1_PARCELS.tex b/LATEX/Chapter_I/tables/ALT_SBD1_PARCELS.tex new file mode 100644 index 0000000..bf5b3b9 --- /dev/null +++ b/LATEX/Chapter_I/tables/ALT_SBD1_PARCELS.tex @@ -0,0 +1,57 @@ + +\begin{table}[H] + \caption{Hedonic models when using potatoes and county to identify treatment group} + \label{REG:ALT_TREAT} + \centering + \begin{tabular}{lcccc} + \midrule \midrule + Dependent Variable: & \multicolumn{4}{c}{Price (ln)}\\ + & \multicolumn{2}{c}{\underline{\textbf{Sbd1. Formation and Pumping}}} & \multicolumn{2}{c}{\underline{\textbf{Only Sbd1. Formation}}}\\ + & Actual Sbd1. & Placebo & Actual Sbd1. & Placebo\\ + Model: & (1) & (2) & (3) & (4)\\ + \midrule + \emph{Variables}\\ + Sbd.1:Post 2006 & -0.5317$^{**}$ & -0.4396 & -0.2767$^{*}$ & -0.2843$^{*}$\\ + & (0.2362) & (0.2661) & (0.1446) & (0.1490)\\ + Sbd.1:Post 2011 & 0.4343 & 0.2833 & & \\ + & (0.2608) & (0.2864) & & \\ + Crop Area (ln) & 0.9239$^{***}$ & 0.9282$^{***}$ & 0.9292$^{***}$ & 0.9320$^{***}$\\ + & (0.0490) & (0.0495) & (0.0481) & (0.0491)\\ + Distance from Ditch (ln) & -0.0604$^{*}$ & -0.0588 & -0.0575 & -0.0606\\ + & (0.0348) & (0.0372) & (0.0353) & (0.0370)\\ + Well Pumping Rights (ln) & 0.0066 & 0.0031 & 0.0056 & 0.0028\\ + & (0.0076) & (0.0083) & (0.0075) & (0.0081)\\ + Sbd1:Well Pumping Rights (ln) & 0.0350$^{*}$ & 0.0381$^{*}$ & 0.0338 & 0.0370$^{*}$\\ + & (0.0203) & (0.0192) & (0.0205) & (0.0191)\\ + \% Potatoes & 0.6712$^{***}$ & 0.7234$^{***}$ & 0.6927$^{***}$ & 0.7535$^{***}$\\ + & (0.1708) & (0.1618) & (0.1662) & (0.1698)\\ + \% Small Grains & 0.4364$^{***}$ & 0.4628$^{***}$ & 0.4540$^{***}$ & 0.4788$^{***}$\\ + & (0.1330) & (0.1160) & (0.1297) & (0.1149)\\ + \% Alfalfa & 0.1881 & 0.1879$^{*}$ & 0.1811 & 0.1834$^{*}$\\ + & (0.1148) & (0.1119) & (0.1125) & (0.1092)\\ + Value of Buildings (ln) & 0.0014 & 0.0019 & 0.0014 & 0.0018\\ + & (0.0024) & (0.0024) & (0.0024) & (0.0024)\\ + \midrule + \emph{Fixed-effects}\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Sbd.1 & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + No Reported Acreage & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 463 & 463 & 463 & 463\\ + R$^2$ & 0.75014 & 0.74734 & 0.74625 & 0.74584\\ + Within R$^2$ & 0.55027 & 0.53201 & 0.54327 & 0.52923\\ + \midrule \midrule + \multicolumn{5}{l}{\emph{Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses}}\\ + \multicolumn{5}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \end{tabular} + + \par \raggedright + \footnotesize Models two and four identify a parcel as in Sbd1. if potatoes were grown after 1998, and if it is in Rio Grande, Saguache, or Alamosa County.\\ + \emph{Post 2006/2011} are one on or after the indicated year. For example, both Post 2006 and Post 2011 are one in the year 2011. +\end{table} + + diff --git a/LATEX/Chapter_I/tables/All_Models.tex b/LATEX/Chapter_I/tables/All_Models.tex new file mode 100644 index 0000000..b8d42b4 --- /dev/null +++ b/LATEX/Chapter_I/tables/All_Models.tex @@ -0,0 +1,58 @@ + +\begin{table} [!htbp] + \caption{Hedonic models of Subdistrict One outcomes}\label{REG:ALL_MODELS} + \resizebox{.5\textwidth}{!}{ + \begin{tabular}{lccccc} + \midrule \midrule + Dependent Variable: & \multicolumn{5}{c}{Price (ln)}\\ + & \multicolumn{3}{c}{ } & \multicolumn{2}{c}{\underline{\bf{Parcel Fixed Effect}}} \\ + & IPTW & Matched & No Adj. & IPTW & No Adj. \\ + Model: & (1) & (2) & (3) & (4) & (5)\\ + \midrule + \emph{Variables}\\ + \bf{Sbd.1:Post 2006} & -0.5677$^{**}$ & -0.5239$^{**}$ & -0.5317$^{**}$ & -0.5211$^{*}$ & -0.5033$^{*}$\\ + & (0.2263) & (0.2092) & (0.2362) & (0.2946) & (0.2798)\\ + \bf{Sbd.1:Post 2011} & 0.5013$^{**}$ & 0.4032$^{*}$ & 0.4343 & 0.3687 & 0.4560$^{*}$\\ + & (0.2436) & (0.2331) & (0.2608) & (0.2572) & (0.2478)\\ + Crop Area (ln) & 0.9052$^{***}$ & 0.9269$^{***}$ & 0.9239$^{***}$ & & \\ + & (0.0567) & (0.0671) & (0.0490) & & \\ + Distance from Ditch (ln) & -0.0377 & -0.0498 & -0.0604$^{*}$ & & \\ + & (0.0430) & (0.0477) & (0.0348) & & \\ + Well Pumping Rights (ln) & 0.0066 & 0.0094 & 0.0066 & & \\ + & (0.0085) & (0.0081) & (0.0076) & & \\ + Sbd1:Well Pumping Rights (ln) & 0.0382$^{*}$ & 0.0325 & 0.0350$^{*}$ & & \\ + & (0.0204) & (0.0219) & (0.0203) & & \\ + \% Potatoes & 0.4657$^{**}$ & 0.6323$^{***}$ & 0.6712$^{***}$ & & \\ + & (0.2032) & (0.1704) & (0.1708) & & \\ + \% Small Grains & 0.3340$^{**}$ & 0.4105$^{***}$ & 0.4364$^{***}$ & & \\ + & (0.1559) & (0.1447) & (0.1330) & & \\ + \% Alfalfa & 0.1412 & 0.1418 & 0.1881 & & \\ + & (0.1200) & (0.1194) & (0.1148) & & \\ + Value of Buildings (ln) & -0.0003 & 0.0007 & 0.0014 & & \\ + & (0.0029) & (0.0023) & (0.0024) & & \\ + \midrule + \emph{Fixed-effects}\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + No Reported Acreage & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Parcel & & & & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 463 & 420 & 463 & 718 & 718\\ + R$^2$ & 0.75359 & 0.75107 & 0.75014 & 0.95687 & 0.95285\\ + Within R$^2$ & 0.55605 & 0.51782 & 0.55027 & 0.04475 & 0.03939\\ + \midrule \midrule + \multicolumn{6}{l}{\hspace{0.10cm}\emph{- Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses}}\\ + \multicolumn{6}{l}{\hspace{0.10cm}\emph{- Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + + \multicolumn{6}{l}{\hspace{0.0cm} - \emph{Post 2006/2011} are one on or after the indicated year. For example,}\\ + \multicolumn{6}{l}{\hspace{0.3cm} both Post 2006 and Post 2011 are one in the year 2011.}\\ + \multicolumn{6}{l}{\hspace{0.0cm} - Standard errors are clustered by arbitrary spatial regions which were generated}\\ + \multicolumn{6}{l}{\hspace{0.3cm} by creating a two-mile by two-mile grid in the study area.}\\ + + \midrule + \end{tabular} +} +\end{table} diff --git a/LATEX/Chapter_I/tables/All_Models_OLD.tex b/LATEX/Chapter_I/tables/All_Models_OLD.tex new file mode 100644 index 0000000..ea843d4 --- /dev/null +++ b/LATEX/Chapter_I/tables/All_Models_OLD.tex @@ -0,0 +1,58 @@ + +\begin{table}[!htbp] +\centering +\caption{Hedonic models of Subdistrict One outcomes}\label{REG:ALL_MODELS} + \begin{tabular}{lccccc} + \midrule \midrule + Dependent Variable: & \multicolumn{5}{c}{Price (ln)}\\ + & \multicolumn{3}{c}{ } & \multicolumn{2}{c}{\underline{\bf{Parcel Fixed Effect}}} \\ + & IPTW & Matched & No Adj. & IPTW & No Adj. \\ + Model: & (1) & (2) & (3) & (4) & (5)\\ + \midrule + \emph{Variables}\\ + \bf{Sbd.1:Post 2006} & -0.5677$^{**}$ & -0.5239$^{**}$ & -0.5317$^{**}$ & -0.4558$^{*}$ & -0.5254$^{*}$\\ + & (0.2263) & (0.2092) & (0.2362) & (0.2619) & (0.2623)\\ + \bf{Sbd.1:Post 2011} & 0.5013$^{**}$ & 0.4032$^{*}$ & 0.4343 & 0.3536 & 0.4382$^{*}$\\ + & (0.2436) & (0.2331) & (0.2608) & (0.2559) & (0.2470)\\ + Crop Area (ln) & 0.9052$^{***}$ & 0.9269$^{***}$ & 0.9239$^{***}$ & & \\ + & (0.0567) & (0.0671) & (0.0490) & & \\ + Distance from Ditch (ln) & -0.0377 & -0.0498 & -0.0604$^{*}$ & & \\ + & (0.0430) & (0.0477) & (0.0348) & & \\ + Well Pumping Rights (ln) & 0.0066 & 0.0094 & 0.0066 & & \\ + & (0.0085) & (0.0081) & (0.0076) & & \\ + Sbd1:Well Pumping Rights (ln) & 0.0382$^{*}$ & 0.0325 & 0.0350$^{*}$ & & \\ + & (0.0204) & (0.0219) & (0.0203) & & \\ + \% Potatoes & 0.4657$^{**}$ & 0.6323$^{***}$ & 0.6712$^{***}$ & & \\ + & (0.2032) & (0.1704) & (0.1708) & & \\ + \% Small Grains & 0.3340$^{**}$ & 0.4105$^{***}$ & 0.4364$^{***}$ & & \\ + & (0.1559) & (0.1447) & (0.1330) & & \\ + \% Alfalfa & 0.1412 & 0.1418 & 0.1881 & & \\ + & (0.1200) & (0.1194) & (0.1148) & & \\ + Value of Buildings (ln) & -0.0003 & 0.0007 & 0.0014 & & \\ + & (0.0029) & (0.0023) & (0.0024) & & \\ + \midrule + \emph{Fixed effects}\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + No Reported Acreage & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Parcel & & & & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 463 & 420 & 463 & 748 & 748\\ + R$^2$ & 0.75359 & 0.75107 & 0.75014 & 0.95482 & 0.94923\\ + Within R$^2$ & 0.55605 & 0.51782 & 0.55027 & 0.03159 & 0.03980\\ + \midrule \midrule + \multicolumn{6}{l}{\hspace{0.10cm}\emph{- Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses}}\\ + \multicolumn{6}{l}{\hspace{0.10cm}\emph{- Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + + \multicolumn{6}{l}{\hspace{0.0cm} - \emph{Post 2006/2011} are one on or after the indicated year. For example,}\\ + \multicolumn{6}{l}{\hspace{0.3cm} both Post 2006 and Post 2011 are one in the year 2011.}\\ + \multicolumn{6}{l}{\hspace{0.0cm} - Standard errors are clustered by arbitrary spatial regions which were generated}\\ + \multicolumn{6}{l}{\hspace{0.3cm} by creating a two-mile by two-mile grid in the study area.}\\ + + \midrule + \end{tabular} + +\end{table} \ No newline at end of file diff --git a/LATEX/Chapter_I/tables/FE_Models_With_Clustering.tex b/LATEX/Chapter_I/tables/FE_Models_With_Clustering.tex new file mode 100644 index 0000000..f5b1855 --- /dev/null +++ b/LATEX/Chapter_I/tables/FE_Models_With_Clustering.tex @@ -0,0 +1,47 @@ + +\begingroup +\centering +\begin{tabular}{lccc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{3}{c}{Sale Price (log of USD)}\\ + & Matched & IPTW & OLS \\ + Model: & (1) & (2) & (3)\\ + \midrule + \emph{Variables}\\ + Sbd1:Post 2002 & -0.8535$^{***}$ & -0.8617$^{***}$ & -0.7121$^{***}$\\ + & (0.1724) & (0.1967) & (0.1466)\\ + Sbd1:Post 2006 & 0.5477$^{*}$ & 0.7440$^{**}$ & 0.5285$^{**}$\\ + & (0.2852) & (0.3373) & (0.1976)\\ + Sbd1:Post 2011 & 0.0965 & -0.7615$^{*}$ & -0.0428\\ + & (0.3615) & (0.3904) & (0.3054)\\ + In Sbd1 & 0.9860$^{***}$ & 1.208$^{***}$ & 0.4337$^{**}$\\ + & (0.2095) & (0.3909) & (0.1676)\\ + Parcel Area (log) & 0.3177$^{***}$ & 0.3250$^{***}$ & 0.3376$^{***}$\\ + & (0.0568) & (0.0609) & (0.0382)\\ + Additions (log of USD) & 0.0171$^{***}$ & 0.0191$^{**}$ & 0.0224$^{***}$\\ + & (0.0049) & (0.0073) & (0.0040)\\ + \midrule + \emph{Fixed effects}\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Sbd2:Post 2016 & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Area data absent & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 1,356 & 2,245 & 2,245\\ + R$^2$ & 0.33675 & 0.39374 & 0.31607\\ + Within R$^2$ & 0.09066 & 0.11823 & 0.10157\\ + \midrule \midrule + \multicolumn{4}{l}{\emph{Clustered (Spatial Cluster \& Year) standard errors in parentheses}}\\ + \multicolumn{4}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ +\end{tabular} + +\par \raggedright +Spatial clustering is done by applying a two mile by two mile square grid across the study area\\ +The dummy variable Post 2002, 2006, and 2011 are always one after the indicated year\\ +Subdistrict Two was formed in 2016\\ +County fixed effects include Rio Grande, Alamosa, Saguache, and Conejos\\ +Ditch effects capture the nine largest ditch systems in the SLV\\ +The \emph{Area data absent} dummy is one if the county assessor does not report the area of the parcel. In these cases the area is calculated with GIS tools. +\par\endgroup diff --git a/LATEX/Chapter_I/tables/MatchedCompare.tex b/LATEX/Chapter_I/tables/MatchedCompare.tex new file mode 100755 index 0000000..0a994ad --- /dev/null +++ b/LATEX/Chapter_I/tables/MatchedCompare.tex @@ -0,0 +1,32 @@ +% chktex-file 44 + +% Table created by stargazer v.5.2.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu +% Date and time: Tue, Apr 27, 2021 - 05:20:00 PM +\begin{table}[ht] \centering + \caption{Matched pretreatment unit comparison}\label{MATCHCOMP} +\begin{tabular}{@{\extracolsep{5pt}} cccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & Control & Matched Control & Subdistrict One \\ +\hline \\[-1.8ex] +Number of Parcels & 1071 & 450 & 450 \\ +Number of Sales & 1781 & 766 & 871 \\ +Total Area (acres) & 119432 & 49520 & 53831 \\ +Med. Area (acres) & 112 & 110 & 120 \\ +Med. First Sale Date & 2000 & 2001 & 1995 \\ +Med. Crop Cover & 70\% & 67\% & 74\% \\ +Groundwater & 31\% & 69\% & 98\% \\ +Surface Water & 94\% & 86\% & 85\% \\ +With Wells & 11\% & 26\% & 78\% \\ +Sprinkler & 14\% & 32\% & 90\% \\ +Flood & 66\% & 49\% & 3\% \\ +Fallow & 14\% & 21\% & 6\% \\ +Alfalfa & 28\% & 49\% & 26\% \\ +Small Grains & 6\% & 13\% & 31\% \\ +Pasture & 60\% & 24\% & 4\% \\ +Potatoes & 0.3\% & 0.8\% & 33.4\% \\ +Other & 0.3\% & 0.7\% & 6.1\% \\ +\hline \\[-1.8ex] +\end{tabular} +\end{table} + \ No newline at end of file diff --git a/LATEX/Chapter_I/tables/Matched_Balance_TBL.tex b/LATEX/Chapter_I/tables/Matched_Balance_TBL.tex new file mode 100644 index 0000000..d869cfa --- /dev/null +++ b/LATEX/Chapter_I/tables/Matched_Balance_TBL.tex @@ -0,0 +1,7 @@ +\begin{table}[ht] + \caption{Attribute balance change from matching procedure}\label{TBL:MATCH_BAL} + \centering + \begin{tabular}{c} + \includegraphics[width=0.95\textwidth]{Matched_Balance.png} + \end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/ParcelStats.tex b/LATEX/Chapter_I/tables/ParcelStats.tex new file mode 100755 index 0000000..8814df2 --- /dev/null +++ b/LATEX/Chapter_I/tables/ParcelStats.tex @@ -0,0 +1,30 @@ +% chktex-file 44 + +% Table created by stargazer v.5.2.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu +% Date and time: Mon, Apr 26, 2021 - 06:17:00 PM +\begin{table}[!htbp] \centering + \caption{Parcel summary statistics}\label{CRPSUM} + \begin{tabular}{@{\extracolsep{5pt}} ccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & Control & Subdistrict One \\ +\hline \\[-1.8ex] +Mean Crop Cover & 70\% & 74\% \\ +Groundwater & 31\% & 98\% \\ +Surface Water & 94\% & 85\% \\ +With Wells & 11\% & 78\% \\ +Sprinkler & 14\% & 90\% \\ +Flood & 66\% & 3\% \\ +Fallow & 14\% & 6\% \\ +Alfalfa & 28\% & 26\% \\ +Small Grains & 6\% & 31\% \\ +Pasture & 60\% & 4\% \\ +Potato & 0.3\% & 33.4\% \\ +Other & 0.3\% & 6.1\% \\ +\hline \\[-1.8ex] + \multicolumn{1}{c}\textit{Note: All crop data taken from 2002 and 2005}\\ +\hline +\hline \\[-1.8ex] +\end{tabular} +\end{table} + diff --git a/LATEX/Chapter_I/tables/Post2006_Only_Models.tex b/LATEX/Chapter_I/tables/Post2006_Only_Models.tex new file mode 100644 index 0000000..b7846a4 --- /dev/null +++ b/LATEX/Chapter_I/tables/Post2006_Only_Models.tex @@ -0,0 +1,52 @@ + +\begin{longtable}{lccccc} %[htbp] + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{\label{REG:2006_MODELS} Hedonic models of Subdistrict One outcomes without pumping fee interactions}\\ + \hline + \hline + Dependent Variable: & \multicolumn{5}{c}{Price (ln)}\\ + & \multicolumn{3}{c}{ } & \multicolumn{2}{c}{\underline{\textbf{Parcel Fixed Effect}}} \\ + & IPTW & Matched & No Adj. & IPTW & No Adj. \\ + Model: & (1) & (2) & (3) & (4) & (5)\\ + \endfirsthead + \midrule + \ul{\emph{Variables}}\\ + \textbf{Sbd.1:Post 2006} & -0.2600$^{*}$ & -0.2893$^{**}$ & -0.2767$^{*}$ & -0.3347 & -0.2821\\ + & (0.1421) & (0.1301) & (0.1446) & (0.2389) & (0.2339)\\ + Crop Area (ln) & 0.9139$^{***}$ & 0.9327$^{***}$ & 0.9292$^{***}$ & & \\ + & (0.0522) & (0.0655) & (0.0481) & & \\ + Distance from Ditch (ln) & -0.0271 & -0.0468 & -0.0575 & & \\ + & (0.0449) & (0.0477) & (0.0353) & & \\ + Well Pumping Rights (ln) & 0.0045 & 0.0079 & 0.0056 & & \\ + & (0.0082) & (0.0079) & (0.0075) & & \\ + Sbd1:Well Pumping Rights (ln) & 0.0371$^{*}$ & 0.0318 & 0.0338 & & \\ + & (0.0210) & (0.0221) & (0.0205) & & \\ + \% Potatoes & 0.5016$^{**}$ & 0.6537$^{***}$ & 0.6927$^{***}$ & & \\ + & (0.1937) & (0.1657) & (0.1662) & & \\ + \% Small Grains & 0.3570$^{**}$ & 0.4273$^{***}$ & 0.4540$^{***}$ & & \\ + & (0.1490) & (0.1405) & (0.1297) & & \\ + \% Alfalfa & 0.1269 & 0.1347 & 0.1811 & & \\ + & (0.1183) & (0.1160) & (0.1125) & & \\ + Value of Buildings (ln) & -0.0003 & 0.0008 & 0.0014 & & \\ + & (0.0029) & (0.0023) & (0.0024) & & \\ + \midrule + \ul{\emph{Fixed-effects}}\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Sbd.1 & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + No Reported Acreage & $\checkmark$ & $\checkmark$ & $\checkmark$ & & \\ + Parcel & & & & $\checkmark$ & $\checkmark$\\ + \midrule + \ul{\emph{Fit statistics}}\\ + Observations & 463 & 420 & 463 & 718 & 718\\ + R$^2$ & 0.74694 & 0.74748 & 0.74625 & 0.95610 & 0.95181\\ + Within R$^2$ & 0.54407 & 0.51085 & 0.54327 & 0.02778 & 0.01801\\ + \midrule \midrule + \multicolumn{6}{l}{\emph{Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses}}\\ + \multicolumn{6}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \midrule \midrule +\end{longtable} + + diff --git a/LATEX/Chapter_I/tables/PretreatSold.tex b/LATEX/Chapter_I/tables/PretreatSold.tex new file mode 100755 index 0000000..7bbf3d5 --- /dev/null +++ b/LATEX/Chapter_I/tables/PretreatSold.tex @@ -0,0 +1,31 @@ +% chktex-file 44 +\FloatBarrier + +\begin{table}[!htbp] + \centering + \caption{Pretreatment attributes of Subdistrict One parcels sold after 2006}\label{SBDCOMPSOLD} +\begin{tabular}{@{\extracolsep{5pt}} ccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & Unsold & Sold \\ +\hline \\[-1.8ex] +Number of Parcels & 254 & 196 \\ +Area (acres) & 134 & 101 \\ +Max Crop Cover & 75\% & 73\% \\ +Groundwater & 98\% & 97\% \\ +Surface Water & 86\% & 85\% \\ +With Wells & 81\% & 73\% \\ +Sprinkler & 92\% & 87\% \\ +Flood & 3\% & 3\% \\ +Fallow & 6\% & 6\% \\ +Alfalfa & 25\% & 27\% \\ +Small Grains & 29\% & 32\% \\ +Pasture & 4\% & 3\% \\ +Potato & 35.1\% & 31.1\% \\ +Other & 6.6\% & 5.5\% \\ +\hline +\hline \\[-1.8ex] +\end{tabular} +\end{table} + +\FloatBarrier diff --git a/LATEX/Chapter_I/tables/Price_Robust_Test.tex b/LATEX/Chapter_I/tables/Price_Robust_Test.tex new file mode 100644 index 0000000..54bf342 --- /dev/null +++ b/LATEX/Chapter_I/tables/Price_Robust_Test.tex @@ -0,0 +1,77 @@ + +\begin{longtable}{lcc} %[htbp] + + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{\label{TBL:PRICE_ROB}Alternative specifications with price controls} \\ + + \hline + \hline + Dependent Variable: & \multicolumn{2}{c}{Price (ln)}\\ + & Cumulative Shock & PPI\\ + + Model: & (1) & (2)\\ + \endfirsthead + \endhead + \midrule + + \ul{\emph{Variables}}\\ + Sbd.1:Post 2006 & -0.5837$^{***}$ & -0.4762\\ + & (0.1926) & (0.2916)\\ + Sbd.1:Post 2011 & 0.4357$^{**}$ & 0.3227\\ + & (0.2065) & (0.3332)\\ + \% Potatoes & 0.6191$^{***}$ & 0.6514$^{***}$\\ + & (0.1860) & (0.2144)\\ + \% Small Grains & 0.4190$^{**}$ & 0.3393$^{**}$\\ + & (0.1781) & (0.1674)\\ + \% Alfalfa & 0.1311 & 0.1803\\ + & (0.1189) & (0.1152)\\ + Cum. Shock Alfalfa & 0.4592 & \\ + & (0.3997) & \\ + Cum. Shock Potatoes & 0.0356 & \\ + & (0.1209) & \\ + Sbd.1 $\times$ Cum. Shock Alfalfa & -0.3194 & \\ + & (0.2686) & \\ + Sbd.1 $\times$ Cum. Shock Potatoes & -0.0395 & \\ + & (0.1385) & \\ + Change in Potato Ind. & & -0.0007\\ + & & (0.0770)\\ + Change in Alf. Ind. & & 0.0175\\ + & & (0.2077)\\ + Sbd.1 $\times$ Change in Potato Ind. & & -0.0066\\ + & & (0.1011)\\ + Sbd.1 $\times$ Change in Alf. Ind. & & 0.0843\\ + & & (0.3120)\\ + Crop Area (ln) & 0.9558$^{***}$ & 0.9568$^{***}$\\ + & (0.0459) & (0.0601)\\ + Well Pumping Rights (ln) & 0.0053 & 0.0126\\ + & (0.0079) & (0.0095)\\ + Sbd1:Well Pumping Rights (ln) & 0.0267 & 0.0214\\ + & (0.0180) & (0.0252)\\ + Value of Buildings (ln) & 0.0015 & -0.0007\\ + & (0.0035) & (0.0039)\\ + \midrule + \ul{\emph{Fixed-effects}}\\ + Ditch & $\checkmark$ & $\checkmark$\\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$\\ + Year & $\checkmark$ & $\checkmark$\\ + County & $\checkmark$ & $\checkmark$\\ + Sbd.1 & $\checkmark$ & $\checkmark$\\ + No Reported Acreage & $\checkmark$ & $\checkmark$\\ + \midrule + \ul{\emph{Fit} \emph{statistics}}\\ + Observations & 372 & 366\\ + R$^2$ & 0.74769 & 0.73980\\ + Within R$^2$ & 0.58169 & 0.55216\\ + \midrule \midrule + \multicolumn{3}{l}{\emph{a)} Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses.}\\ + \multicolumn{3}{l}{\emph{b)} Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}\\ + \multicolumn{3}{l}{\emph{c)} \emph{Change in Potatoes Ind.} is the year-to-date change in the producer price}\\ + \multicolumn{3}{l}{\hspace{0.45cm} index of potatoes.}\\ + \multicolumn{3}{l}{\emph{d)} \emph{Change in Alf. Ind.} is the year-to-date change in the producer price index}\\ + \multicolumn{3}{l}{\hspace{0.45cm} of alfalfa.}\\ + \multicolumn{3}{l}{\emph{e)} \emph{Cum. Shock} variables are the cumulative residual errors from the VAR model}\\ + \multicolumn{3}{l}{\hspace{0.45cm} estimates of the respective producer price index.}\\ + + \midrule \midrule + +\end{longtable} diff --git a/LATEX/Chapter_I/tables/Regresion_summary.tex b/LATEX/Chapter_I/tables/Regresion_summary.tex new file mode 100755 index 0000000..f3ecdf8 --- /dev/null +++ b/LATEX/Chapter_I/tables/Regresion_summary.tex @@ -0,0 +1,72 @@ +% chktex-file 44 + +\begingroup + \renewcommand{\arraystretch}{0.4} +\begin{table}[!htbp] \centering + \caption{Model comparison}\label{results} +\begin{tabular}{@{\extracolsep{2pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & & & \\ + & \multicolumn{3}{c}{\textit{Dependent variable:}} \\ +\cline{2-4} + & & & \\ + \\[-1.8ex] & \multicolumn{3}{c}{Sale Price log(\$)} \\ + & & & \\ + \\[-1.8ex] & \multicolumn{2}{c}{\textbf{Matched}} & \multicolumn{1}{c}{\textbf{Fixed Effect}} \\ + & & & \\ + \\[-1.8ex] & \multicolumn{1}{c}{(All Parcels)} & \multicolumn{1}{c}{(80 Acres or less)} & \multicolumn{1}{c}{(All Parcels)}\\ +\hline \\[-1.8ex] + & & & \\ + Subd1:Post 2002 & -0.943^{***} & -0.785^{**} & -0.761^{**} \\ + & (0.273) & (0.389) & (0.361) \\ + & & & \\ + Subd1:Post 2006 & 0.667^{**} & 1.347^{***} & 0.830^{**} \\ + & (0.331) & (0.458) & (0.402) \\ + & & & \\ + Subd1:Post 2011 & -0.131 & -0.557 & -0.642^{*} \\ + & (0.295) & (0.386) & (0.342) \\ +\hline \\[-1.8ex] + & & & \\ + Subdistrict One & 0.288 & -0.325 & \\ + & (0.205) & (0.253) & \\ + & & & \\ + Surface Water Ind. & 0.310 & -0.038 & \\ + & (0.201) & (0.241) & \\ + & & & \\ + Groundwater Ind. & -0.269^{*} & -0.103 & \\ + & (0.151) & (0.213) & \\ + & & & \\ + Has Well Ind. & 0.144 & 0.416^{*} & \\ + & (0.158) & (0.214) & \\ + & & & \\ + Subd1:Has Well Ind. & 0.315 & -0.327 & \\ + & (0.223) & (0.282) & \\ + & & & \\ + Area (log) & 0.492^{***} & 0.283^{***} & \\ + & (0.039) & (0.074) & \\ + & & & \\ + Data Issue Ind. & -0.616^{***} & -0.205 & \\ + & (0.135) & (0.208) & \\ + & & & \\ + Land Additions (log\$) & 0.025^{***} & 0.034^{***} & \\ + & (0.004) & (0.005) & \\ + & & & \\ + Constant & 9.078^{***} & 10.142^{***} & 11.639^{***} \\ + & (0.387) & (0.559) & (0.593) \\ + & & & \\ +\hline \\[-1.8ex] + & & & \\ +Observations & \multicolumn{1}{c}{1,363} & \multicolumn{1}{c}{639} & \multicolumn{1}{c}{746} \\ +R$^{2}$ & \multicolumn{1}{c}{0.249} & \multicolumn{1}{c}{0.208} & \multicolumn{1}{c}{0.825} \\ +Adjusted R$^{2}$ & \multicolumn{1}{c}{0.217} & \multicolumn{1}{c}{0.134} & \multicolumn{1}{c}{0.678} \\ +Residual Std. Error & \multicolumn{1}{c}{1.613 (df = 1307)} & \multicolumn{1}{c}{1.494 (df = 583)} & \multicolumn{1}{c}{1.392 (df = 405)} \\ +F Statistic & \multicolumn{1}{c}{7.867$^{***}$ } & \multicolumn{1}{c}{2.788$^{***}$ } & \multicolumn{1}{c}{5.606$^{***}$ } \\ +\hline +\hline \\[-1.8ex] + & & & \\ +\textit{Note:} & \multicolumn{3}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ +\end{tabular} +\end{table} +\endgroup + diff --git a/LATEX/Chapter_I/tables/ResponseSold.tex b/LATEX/Chapter_I/tables/ResponseSold.tex new file mode 100755 index 0000000..1d38cac --- /dev/null +++ b/LATEX/Chapter_I/tables/ResponseSold.tex @@ -0,0 +1,29 @@ +% chktex-file 44 + +\begin{table} + \centering + \caption{Net response of Subdistrict One parcels sold after 2006}\label{RESP} +\begin{tabular}{@{\extracolsep{5pt}} ccccccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] +\\[-1.8ex] & \multicolumn{2}{c}{All Parcels}& \multicolumn{2}{c}{Under 80 Acres}& \multicolumn{2}{c}{Over 80 Acres} \\ +\cline{2-3} \cline{4-5} \cline{6-7} \\[-1.8ex] + & Unsold & Sold & Unsold & Sold & Unsold & Sold \\ +\cline{2-5} +\hline \\[-1.8ex] +Number of Parcels & 254 & 196 & 89 & 104 & 165 & 92 \\ +Total Growing Acres & 25800 & 14800 & 1700 & 2100 & 24200 & 12700 \\ +Mean Growing Acres & 102 & 75 & 19 & 20 & 146 & 138 \\ \\ + & \multicolumn{5}{c} \bf{Net Change in Crop Choice} \\ +\hline +Fallow & 6.6\% & 7.6\% & 21.8\% & 26.6\% & 5.4\% & 4.3\% \\ +Alfalfa & -1.3\% & -6.8\% & -6.8\% & -6.8\% & -0.8\% & -6.8\% \\ +Grass Pasture & 3.3\% & 5.3\% & 0.9\% & 4.9\% & 3.5\% & 5.3\% \\ +Small Grains & 0.4\% & -4.1\% & -11.9\% & -12.9\% & 1.4\% & -2.6\% \\ +Potatoes & -8.6\% & -4.9\% & -7.9\% & -10.1\% & -8.6\% & -4.0\% \\ +Other & 1.4\% & 4.5\% & 4.2\% & 0.7\% & 1.2\% & 5.1\% \\ +\hline \\[-1.8ex] +\end{tabular} +\end{table} + + diff --git a/LATEX/Chapter_I/tables/SBD1_BAL_TBL.tex b/LATEX/Chapter_I/tables/SBD1_BAL_TBL.tex new file mode 100644 index 0000000..d3e2075 --- /dev/null +++ b/LATEX/Chapter_I/tables/SBD1_BAL_TBL.tex @@ -0,0 +1,33 @@ +% latex table generated in R 4.4.0 by xtable 1.8-4 package +% Sun Jun 2 17:27:45 2024 +\begin{table}[!htp] +\caption{Balance statistics of \ac{SBD1} parcels by selling period} +\label{TB:SBD1BAL} +\centering +\begin{tabular}{l|cccc|c} + \hline + \hline + & \multicolumn{2}{c}{\bf{Sold Before 2006}} & \multicolumn{2}{c}{\bf{Sold After 2006}} &\\ + & Average & S.D & Average & S.D. & Change \\ +\hline +Sale Price (USD per Acre) & \$3,815 & \$2,372& \$3,583 & \$1,844 & -\$232 \\ +Area (Acres) & 176& 65.44 & 170& 64.17 & -6\\ + Area of Crops (Acres) & 137& 51.99 & 125& 55.18 & -12\\ + Potatoes (\%) & 0.41 & 0.30 & 0.34 & 0.31 & -10\% \\ + Alfalfa (\%) & 0.20 & 0.30 & 0.23 & 0.33 & 3\% \\ + Small Grains (\%) & 0.32 & 0.25 & 0.32 & 0.27 & 1\% \\ + Pasture (\%) & 0.02 & 0.09 & 0.04 & 0.15 & 2\% \\ + Fallow (\%) & 0.07 & 0.07 & 0.13 & 0.13 & 6\% \\ + Uses a Ditch (yes/no) & 0.93 & 0.26 & 0.97 & 0.16 & 4\% \\ + Uses a Well (yes/no) & 1.00 & 0.07 & 0.99 & 0.11 & -1\% \\ + Ditch Distance (meters) & 4,763& 2,578& 4,919& 2,606& 156 \\ + Water Rights (AF/Year) & 7.14 & 5.74 & 6.50 & 5.67 & -0.64\\ + Building Value (USD) & 2,068 & 5,577 & 2,881& 7,607& \$813 \\ + \hline + \multicolumn{6}{l}{Note: \emph{Change} is the difference between average values of parcels sold, before and after 2006.}\\ + \multicolumn{6}{l}{Percentage values are rounded to two decimal places.}\\ + \multicolumn{6}{l}{\emph{Ditch Distance} and \emph{Building Value} are rounded to the nearest whole number.}\\ + \hline + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/SBD1_BAL_TBL_old.tex b/LATEX/Chapter_I/tables/SBD1_BAL_TBL_old.tex new file mode 100644 index 0000000..e77463c --- /dev/null +++ b/LATEX/Chapter_I/tables/SBD1_BAL_TBL_old.tex @@ -0,0 +1,33 @@ +% latex table generated in R 4.4.0 by xtable 1.8-4 package +% Sun Jun 2 17:27:45 2024 +\begin{table}[!htp] +\centering +\caption{Balance statistics of \ac{SBD1} parcels by selling period} +\label{TB:SBD1BAL} +\begin{tabular}{l|cccc|c} + \hline + \hline + & \multicolumn{2}{c}{\bf{Sold Before 2006}} & \multicolumn{2}{c}{\bf{Sold After 2006}} &\\ + & Average & S.D & Average & S.D. & Change \\ +\hline +Sale Price (USD per Acre) & \$3,815 & \$2,372&\$3,583 & \$1,844 & -6\% \\ +Area (Acres) & 176& 65.44 & 170& 64.17 & -3\% \\ + Area of Crops (Acres) & 137& 51.99 & 125& 55.18 & -9\% \\ + Potatoes (\%) & 0.41 & 0.30 & 0.34 & 0.31 & -18\% \\ + Alfalfa (\%) & 0.20 & 0.30 & 0.23 & 0.33 & 17\% \\ + Small Grains (\%) & 0.32 & 0.25 & 0.32 & 0.27 & 2\% \\ + Pasture (\%) & 0.02 & 0.09 & 0.04 & 0.15 & 121\% \\ + Fallow (\%) & 0.07 & 0.07 & 0.13 & 0.13 & 84\% \\ + Uses a Ditch (yes/no) & 0.93 & 0.26 & 0.97 & 0.16 & 5\% \\ + Uses a Well (yes/no) & 1.00 & 0.07 & 0.99 & 0.11 & -1\% \\ + Ditch Distance (meters) & 4,763& 2,578& 4,919& 2,606& 3\% \\ + Water Rights (AF/Year) & 7.14 & 5.74 & 6.50 & 5.67 & -9\% \\ + Building Value (USD) & 2,068 & 5,577 & 2,881& 7,607& 39\% \\ + \hline + \multicolumn{6}{l}{\footnotesize Note: \emph{Change} is the difference between average values of parcels sold, before and after 2006.}\\ + \multicolumn{6}{l}{\footnotesize Percentage values are rounded to two decimal places.}\\ + \multicolumn{6}{l}{\footnotesize \emph{Ditch Distance} and \emph{Building Value} are rounded to the nearest whole number.}\\ + \multicolumn{6}{l}{\footnotesize Percentage changes may differ from reported values due to independent rounding.}\\ + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL.tex b/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL.tex new file mode 100644 index 0000000..92f035d --- /dev/null +++ b/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL.tex @@ -0,0 +1,36 @@ +% latex table generated in R 4.4.0 by xtable 1.8-4 package +% Sun Jun 2 17:27:45 2024 +\begin{table}[!htp] +\caption{Balance statistics of sold \ac{SBD1} and control parcels} +\label{TBL:BAL} +\centering +\begin{tabular}{l|cccc|c} +\hline +\hline + & \multicolumn{2}{c}{\bf{\ac{SBD1}}} & \multicolumn{2}{c}{\bf{Control}} &\\ + & Average & S.D. & Average & S.D. & Difference\\ + \hline + Sale Price (USD Per Acre) & \$3,750 & \$2,235 & \$2,805 &\$1,857 & \$945 \\ + Area (Acres) & 174 & 64.19 & 138 & 128.37 & 36 \\ + Area of Crops (Acres) & 134 & 51.79 & 106 & 106.41 & 28 \\ + Potatoes (\%) & 0.40 & 0.30 & 0.02 & 0.08 & 38\% \\ + Alfalfa (\%) & 0.20 & 0.30 & 0.38 & 0.35 & -21\% \\ + Small Grains (\%) & 0.32 & 0.26 & 0.11 & 0.19 & -2\% \\ + Pasture (\%) & 0.02 & 0.11 & 0.42 & 0.38 & -40\% \\ + Fallow (\%) & 0.08 & 0.12 & 0.16 & 0.18 & -8\% \\ + Uses a Ditch (yes/no) & 0.93 & 0.25 & 0.99 & 0.12 & -6\% \\ + Uses a Well (yes/no) & 0.99 & 0.090 & 0.55 & 0.5 & 44\% \\ + Ditch Distance (meters) & 4,741 & 2,550 & 1,687 & 1,268 & 3,054\\ + Water Rights (AF/Year) & 7.04 & 5.62 & 1.45 & 3.01 & 5.59 \\ + Building Value (USD) & 2,614 & 6,752 & 4,363 & 10,074 & \$1,749 \\ + \hline + Number of Sold Parcels & 212& & 154&\multicolumn{2}{c}{} \\ + Number of Sales & 278 & & 204 &\multicolumn{2}{c}{}\\ + \hline + \multicolumn{6}{l}{Note: \emph{Difference} is change between average values of Sbd.1 and the control.}\\ + \multicolumn{6}{l}{Percentage values are rounded to two decimal places.}\\ + \multicolumn{6}{l}{\emph{Ditch Distance} and \emph{Building Value} are rounded to the nearest whole number.}\\ + \hline + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL_old.tex b/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL_old.tex new file mode 100644 index 0000000..fdc63d5 --- /dev/null +++ b/LATEX/Chapter_I/tables/SBD_CONT_BAL_TBL_old.tex @@ -0,0 +1,34 @@ +\begin{table}[!htp] +\caption{Balance statistics of sold \ac{SBD1} and control parcels} +\label{TBL:BAL} +\centering +\begin{tabular}{l|cccc|c} + \hline +\hline + & \multicolumn{2}{c}{\bf{\ac{SBD1}}} & \multicolumn{2}{c}{\bf{Control}} &\\ + & Average & S.D. & Average & S.D. & Difference\\ + \hline + Sale Price (USD Per Acre) & \$3,750 & \$2,235 & \$2,805 &\$1,857 & 25.2\% \\ + Area (Acres) & 174 & 64.19 & 138 & 128.37 & 20.5\% \\ + Area of Crops (Acres) & 134 & 51.79 & 106 & 106.41 & 20.8\% \\ + Potatoes (\%) & 0.40 & 0.30 & 0.02 & 0.08 & 96.0\% \\ + Alfalfa (\%) & 0.20 & 0.30 & 0.38 & 0.35 & -93.2\% \\ + Small Grains (\%) & 0.32 & 0.26 & 0.11 & 0.19 & 64.9\% \\ + Pasture (\%) & 0.02 & 0.11 & 0.42 & 0.38 & -1710\% \\ + Fallow (\%) & 0.08 & 0.12 & 0.16 & 0.18 & -110.3\% \\ + Uses a Ditch (yes/no) & 0.93 & 0.25 & 0.99 & 0.12 & -5.6\% \\ + Uses a Well (yes/no) & 0.99 & 0.090 & 0.55 & 0.5 & 44.9\% \\ + Ditch Distance (meters) & 4,741 & 2,550 & 1,687 & 1,268 & 64.4\% \\ + Water Rights (AF/Year) & 7.04 & 5.62 & 1.45 & 3.01 & 79.5\% \\ + Building Value (USD) & 2,614 & 6,752 & 4,363 & 10,074 & -66.9\% \\ + \hline + Number of Sold Parcels & 212& & 154&\multicolumn{2}{c}{} \\ + Number of Sales & 278 & & 204 &\multicolumn{2}{c}{}\\ + \hline + \multicolumn{6}{l}{\footnotesize Note: \emph{Difference} is percent change between average values of Sbd.1 and control parcels.}\\ + \multicolumn{6}{l}{\footnotesize Percentage values are rounded to two decimal places.}\\ + \multicolumn{6}{l}{\footnotesize \emph{Ditch Distance} and \emph{Building Value} are rounded to the nearest whole number.}\\ + \multicolumn{6}{l}{\footnotesize Percentage changes may differ from reported values due to independent rounding.}\\ + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/SaleSummary.tex b/LATEX/Chapter_I/tables/SaleSummary.tex new file mode 100755 index 0000000..cfc8eaa --- /dev/null +++ b/LATEX/Chapter_I/tables/SaleSummary.tex @@ -0,0 +1,27 @@ +% chktex-file 44 + +% Table created by stargazer v.5.2.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu +% Date and time: Mon, Apr 26, 2021 - 05:50:54 PM +\begin{table}[!htbp] \centering + \caption{Sale summary statistics}\label{SLSUM} +\begin{tabular}{@{\extracolsep{5pt}} ccc} +\\[-1.8ex]\hline +\hline \\[-1.8ex] + & Control & Subdistrict One \\ +\hline \\[-1.8ex] + Number of Sales & 1603 & 744 \\ Mean Price (\$/Acre) & 5200 & 7100 \\ + Med. Price (\$/Acre) & 1700 & 1900 \\ + Med. Area (Acres) & 99 & 112\\ +First Sale Date & 1954-03-03 & 1949-12-03 \\ +Med. Sale Date & 2003-08-01 & 2000-08-30 \\ +Enhancements & 44\% & 45\% \\ +Enhancement Value & 75500 & 74000 \\ +Sold before 2002 & 45\% & 54\% \\ +Sold After 2002 & 55\% & 46\% \\ +Sold After 2006 & 43\% & 34\% \\ +Sold After 2011 & 27\% & 21\% \\ +\hline \\[-1.8ex] +\end{tabular} +\end{table} + + diff --git a/LATEX/Chapter_I/tables/Spill_Reg.tex b/LATEX/Chapter_I/tables/Spill_Reg.tex new file mode 100644 index 0000000..195a928 --- /dev/null +++ b/LATEX/Chapter_I/tables/Spill_Reg.tex @@ -0,0 +1,65 @@ +\begin{landscape} + + \begin{longtable}{l|cccccc} %[htbp] + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{\label{REG:SPILL}Spillover effect estimate of \ac{SBD1} formation and pumping fee} \\ + + \hline + \hline + Dependent Variable: & \multicolumn{6}{c}{Price (ln)}\\ + Model: & (1) & (2) & (3) & (4) & (5) & (6)\\ + \endfirsthead + \endhead + \midrule + \ul{\emph{Variables}}\\ + One Mile from Sbd1. $\times$ Post 2006 & 1.240$^{***}$ & 0.8524$^{**}$ & & -0.0968 & 0.2708 & \\ + & (0.2805) & (0.3727) & & (0.8840) & (0.5373) & \\ + Two Miles from Sbd1. $\times$ Post 2006 & 0.2536 & 0.2426 & & -1.299$^{**}$ & -0.6465 & \\ + & (0.3591) & (0.4194) & & (0.4885) & (0.5700) & \\ + Three Miles from Sbd1. $\times$ Post 2006 & -0.3422 & -0.2184 & & 0.9766$^{***}$ & 0.4195 & \\ + & (0.2344) & (0.2758) & & (0.3542) & (0.5121) & \\ + One Mile from Sbd1. $\times$ Post 2011 & -0.4754$^{*}$ & & 0.6608 & 0.3783 & & 0.2914\\ + & (0.2579) & & (0.4026) & (0.7037) & & (0.3657)\\ + Two Miles from Sbd1. $\times$ Post 2011 & -0.0688 & & 0.1161 & 1.022$^{**}$ & & 0.0609\\ + & (0.2086) & & (0.3742) & (0.4289) & & (0.4352)\\ + Three Miles from Sbd1. $\times$ Post 2011 & 0.2248 & & -0.0313 & -0.9051$^{*}$ & & -0.1822\\ + & (0.2496) & & (0.2966) & (0.4961) & & (0.4080)\\ + One Mile from Sbd1. & -0.5258$^{*}$ & -0.5344$^{*}$ & -0.4469 & & & \\ + & (0.2804) & (0.2782) & (0.2799) & & & \\ + Two Miles from Sbd1. & 0.0265 & 0.0261 & 0.1060 & & & \\ + & (0.2859) & (0.2827) & (0.2421) & & & \\ + Three Miles from Sbd1. & 0.1732 & 0.1749 & 0.0847 & & & \\ + & (0.2440) & (0.2370) & (0.1982) & & & \\ + Crop Area (ln) & 0.9389$^{***}$ & 0.9426$^{***}$ & 0.9507$^{***}$ & & & \\ + & (0.0423) & (0.0407) & (0.0426) & & & \\ + Other Controls &$\checkmark$ &$\checkmark$ &$\checkmark$ & & & \\ + \midrule + \ul{\emph{Fixed-effects}}\\ + Parcel & & & & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + SBD1-Post 2006 & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + SBD1-Post 2011 & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$ & & & \\ + Subdistricts 1-6 & $\checkmark$ & $\checkmark$ & $\checkmark$ & & & \\ + County & $\checkmark$ & $\checkmark$ & $\checkmark$ & & & \\ + No Reported Acreage & $\checkmark$ & $\checkmark$ & $\checkmark$ & & & \\ + \midrule + \ul{\emph{Fit} \emph{statistics}}\\ + Observations & 482 & 482 & 482 & 748 & 748 & 748\\ + R$^2$ & 0.75356 & 0.75312 & 0.75009 & 0.95169 & 0.95055 & 0.95017\\ + Within R$^2$ & 0.56371 & 0.56294 & 0.55758 & 0.03544 & 0.01280 & 0.00516\\ + \midrule \midrule + \multicolumn{7}{l}{\emph{a)} Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses.}\\ + \multicolumn{7}{l}{\emph{b)} Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}\\ + \multicolumn{7}{l}{\emph{c)} '\emph{One Mile from Sbd1.}' variable is a dummy that is one if a parcel is outside \ac{SBD1} and within}\\ + \multicolumn{7}{l}{\hspace{0.45cm} a mile of the border.}\\ + + \multicolumn{7}{l}{\emph{d)} '\emph{Post 2006/2011}' are one on or after the indicated year. For example, both Post 2006 and 2011 are one}\\ + \multicolumn{7}{l}{\hspace{0.45cm} in the year 2011.}\\ + \multicolumn{7}{l}{\emph{a)} \emph{Other Controls} include pumping rights, pumping rights in Sbd1, crop choices, and assessor evaluated}\\ + \multicolumn{7}{l}{\hspace{0.45cm} value of additions.}\\ +% \par \raggedright +% \footnotesize +\midrule \midrule +\end{longtable} +\end{landscape} diff --git a/LATEX/Chapter_I/tables/TS_Reg.tex b/LATEX/Chapter_I/tables/TS_Reg.tex new file mode 100644 index 0000000..49be492 --- /dev/null +++ b/LATEX/Chapter_I/tables/TS_Reg.tex @@ -0,0 +1,120 @@ +% chktex-file 44 +% chktex-file 1 + +\begingroup +\centering +\begin{longtable}{lc} + \caption{Time series of \acs{SLV} farm values} + \label{REG:TS}\\ + \midrule \midrule + Dependent Variable: & Price (ln)\\ + \midrule + \underline{\emph{Variables}}\\ + \endfirsthead + \endhead + + \bf{Post 2002} & -0.1892$^{**}$\\ + & (0.0766)\\ +Post 2006 & -0.0966\\ + & (0.1477)\\ +Post 2011 & -0.1720\\ + & (0.1419)\\ +Crop Area (ln) & 0.9398$^{***}$\\ + & (0.0485)\\ +Well Pumping Rights (ln) & 0.0035\\ + & (0.0060)\\ +Sbd1:Well Pumping Rights (ln) & 0.0364$^{*}$\\ + & (0.0189)\\ +Value of Buildings (ln) & 0.0002\\ + & (0.0027)\\ +Time Trend & 0.0001$^{***}$\\ + & ($1.42\times 10^{-5}$)\\ +Crop Choice & $\checkmark$\\ +\midrule +\underline{\emph{Fixed effects}}\\ +Ditch & $\checkmark$\\ +Subdistricts 1-6 & $\checkmark$\\ +Sbd.1:Post 2006 & $\checkmark$\\ +Sbd.1:Post 2011 & $\checkmark$\\ +County & $\checkmark$\\ +No Reported Acreage & $\checkmark$\\ +\midrule +\underline{\emph{Fit statistics}}\\ +Observations & 482\\ +R$^2$ & 0.71960\\ +Within R$^2$ & 0.56907\\ + + \hline\hline + \multicolumn{2}{l}{\hspace{0.00cm} \emph{- Signif. Codes: ***: 0.01}}\\ + \multicolumn{2}{l}{\hspace{2.83cm} \emph{ **: 0.05}}\\ + \multicolumn{2}{l}{\hspace{3.18cm} \emph{*: 0.1}}\\ + \multicolumn{2}{l}{\hspace{0.0cm} - Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses.}\\ + + \multicolumn{2}{l}{\hspace{0.0cm} - Crop choice and \acs{SBD1} interactions are omitted for conciseness,}\\ + \multicolumn{2}{l}{\hspace{0.3cm} \cref{A:TS_ROB} provides all coefficients and alternative cutoff points for the model.}\\ + \multicolumn{2}{l}{\hspace{0.0cm} - \emph{Post 2006/2011} are one on or after the indicated year. For example, both}\\ + \multicolumn{2}{l}{\hspace{0.3cm} Post 2006 and Post 2011 are one in the year 2011.}\\ + \multicolumn{2}{l}{\hspace{0.0cm} - \emph{Well Pumping Rights} is the total water court decreed annual pumping limits}\\ + \multicolumn{2}{l}{\hspace{0.3cm} for wells on a parcel. Only total quantity limits were considered, excluding}\\ + \multicolumn{2}{l}{\hspace{0.3cm} rate and seasonal limits.}\\ + \multicolumn{2}{l}{\hspace{0.0cm} - Crop choices include the percentage of potatoes, small grains and alfalfa grown}\\ + \multicolumn{2}{l}{\hspace{0.3cm} between 1998 and 2005.}\\ + + \midrule + \end{longtable} + +\endgroup + +%==================== + +% \begin{table}[htbp] +% \caption{Time Series of \acs{SLV} Farm Values} +% \label{REG:TS} +% \centering +% \begin{tabular}{lc} +% \midrule \midrule +% Dependent Variable: & Price (ln)\\ +% \midrule +% \emph{Variables}\\ +% \bf{Post 2002} & -0.1892$^{**}$\\ +% & (0.0766)\\ +% Post 2006 & -0.0966\\ +% & (0.1477)\\ +% Post 2011 & -0.1720\\ +% & (0.1419)\\ +% Crop Area (ln) & 0.9398$^{***}$\\ +% & (0.0485)\\ +% Well Pumping Rights (ln) & 0.0035\\ +% & (0.0060)\\ +% Sbd1:Well Pumping Rights (ln) & 0.0364$^{*}$\\ +% & (0.0189)\\ +% Value of Buildings (ln) & 0.0002\\ +% & (0.0027)\\ +% Time Trend & 0.0001$^{***}$\\ +% & ($1.42\times 10^{-5}$)\\ +% Crop Choice & $\checkmark$\\ +% \midrule +% \emph{Fixed effects}\\ +% Ditch & $\checkmark$\\ +% Subdistricts 1-6 & $\checkmark$\\ +% Sbd.1:Post 2006 & $\checkmark$\\ +% Sbd.1:Post 2011 & $\checkmark$\\ +% County & $\checkmark$\\ +% No Reported Acreage & $\checkmark$\\ +% \midrule +% \emph{Fit statistics}\\ +% Observations & 482\\ +% R$^2$ & 0.71960\\ +% Within R$^2$ & 0.56907\\ +% \midrule \midrule +% \multicolumn{2}{l}{\emph{Clustered (Arbitrary Spatial Region \& Year) standard errors in parentheses}}\\ +% \multicolumn{2}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ +% \end{tabular} + +% \par \raggedright +% \footnotesize +% Crop choice and \acs{SBD1} interactions are omitted for conciseness, \cref{A:TS_ROB} provides all coefficients and alternative cutoff points for the model.\\ +% \emph{Post 2006/2011} are one on or after the indicated year. For example, both Post 2006 and Post 2011 are one in the year 2011.\\ +% \emph{Well Pumping Rights} is the total water court decreed annual pumping limits for wells on a parcel. Only total quantity limits were considered, excluding rate and seasonal limits.\\ +% Crop choices include the percentage of potatoes, small grains and alfalfa grown between 1998 and 2005. +% \end{table} \ No newline at end of file diff --git a/LATEX/Chapter_I/tables/TobitCropChoice.tex b/LATEX/Chapter_I/tables/TobitCropChoice.tex new file mode 100755 index 0000000..8715d55 --- /dev/null +++ b/LATEX/Chapter_I/tables/TobitCropChoice.tex @@ -0,0 +1,184 @@ +% chktex-file 44 + +\FloatBarrier + + +\begingroup +\begin{landscape} + \begin{longtable}{lcccccc} + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{Tobit model of crop choice after 2011}\label{tobit} + % \label{tobit}\\ + % \hline + % \hline + % Dependent Variable: & AF\\ + % Model: & (1)\\ + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + + % MUST BE HERE- tells macro to update name for subsequent pages + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + % \tabularnewline % \midrule \midrule + + \hline \hline \\[-1.8ex] + & \multicolumn{6}{c}{\textit{Dependent variable: Post 2011 Crop Choice}} \\ + \cline{2-7} + \\[-1.8ex] & (Fallow) & (Alfalfa) & (Small Grains) & (Grass Pas.) & (Potato) & (Other)\\ + \hline \\[-1.8ex] + \bf{Post 2006} & \bf{0.071}$^{**}$ & $-$\bf{0.012} & $\bf{-}$\bf{0.045}$^{**}$ & \bf{0.012} & $\bf{-}$\bf{0.015} & \bf{0.001} \\ + & (0.023) & (0.0269) & (0.017) & (0.015) & (0.019) & (0.013) \\ + \hline + & \multicolumn{6}{c}{Pretreatment Crop Mix}\\ + \cline{2-7} + & & & & & & \\ + Fallow \% & $-$0.231$^{**}$ & 0.0004 & 0.009 & 0.328$^{***}$ & $-$0.091 & 0.120$^{**}$ \\ + & (0.097) & (0.099) & (0.073) & (0.062) & (0.081) & (0.053) \\ + & & & & & & \\ + Alfalfa \% & $-$0.017 & 0.339$^{***}$ & $-$0.052 & 0.018 & $-$0.226$^{***}$ & $-$0.033 \\ + & (0.071) & (0.073) & (0.053) & (0.046) & (0.059) & (0.039) \\ + & & & & & & \\ + Grass Pasture \% & 0.225$^{**}$ & 0.143 & $-$0.196$^{**}$ & 0.387$^{***}$ & $-$0.310$^{***}$ & $-$0.130$^{**}$ \\ + & (0.092) & (0.094) & (0.069) & (0.059) & (0.077) & (0.050) \\ + & & & & & & \\ + Potatoes \% & 0.101 & $-$0.194$^{**}$ & 0.055 & $-$0.042 & 0.144$^{**}$ & $-$0.045 \\ + & (0.075) & (0.077) & (0.056) & (0.048) & (0.063) & (0.041) \\ + & & & & & & \\ + Small Grains \% & 0.019 & $-$0.052 & 0.057 & $-$0.035 & 0.050 & $-$0.001 \\ + & (0.072) & (0.074) & (0.054) & (0.047) & (0.060) & (0.039) \\ + & & & & & & \\ + & \multicolumn{6}{c}{Other Variables}\\ + \cline{2-7} + & & & & & & \\ + Area (ln) & $-$0.026$^{**}$ & 0.020$^{*}$ & 0.023$^{***}$ & $-$0.006 & $-$0.001 & $-$0.012$^{**}$ \\ + & (0.011) & (0.011) & (0.008) & (0.007) & (0.009) & (0.006) \\ + & & & & & & \\ + Surface Water Ind.& $-$0.626$^{***}$ & 0.138$^{***}$ & 0.183$^{***}$ & 0.028 & 0.251$^{***}$ & 0.092$^{***}$ \\ + & (0.038) & (0.039) & (0.028) & (0.024) & (0.031) & (0.021) \\ + & & & & & & \\ + Groundwater Ind. & 0.265$^{***}$ & 0.213$^{**}$ & $-$0.079 & $-$0.219$^{***}$ & $-$0.034 & 0.050 \\ + & (0.097) & (0.099) & (0.073) & (0.062) & (0.080) & (0.053) \\ + & & & & & & \\ + \% Cropland & $-$0.047 & $-$0.026 & 0.159$^{***}$ & $-$0.060 & 0.082$^{*}$ & $-$0.030 \\ + & (0.059) & (0.061) & (0.044) & (0.038) & (0.049) & (0.032) \\ + & & & & & & \\ + \hline \\[-1.8ex] + Observations & 450 & 450 & 450 & 450 & 450 & 450 \\ + Log Likelihood & 13.971 & 4.698 & 143.095 & 213.130 & 96.370 & 288.063 \\ + Akaike Inf. Crit. & $-$3.942 & 14.603 & $-$262.191 & $-$402.260 & $-$168.739 & $-$552.126 \\ + \hline \hline + + + % \multicolumn{7}{l}{\emph{Note:} The model is censored to have a value that ranges from zero to one for each crop.} + + % The dataset consists of Subdistrict One parcels. Sale attributes are aggregated to the parcel level so that there is one entry per parcel in the subdistrict. The post-2006 term is one if a parcel was sold between 2006 and 2020, and zero if there are only sale records prior to 2006.\vspace{2mm}}\\ + % \item{\emph{Note:} The model is censored to have a value that ranges from zero to one for each crop. The dataset consists of Subdistrict One parcels. Sale attributes are aggregated to the parcel level so that there is one entry per parcel in the subdistrict. The post-2006 term is one if a parcel was sold between 2006 and 2020, and zero if there are only sale records prior to 2006.\vspace{2mm}} + % \item{ \vspace{2mm}} + + \multicolumn{7}{l}{\emph{$^{*\nobreakspace\nobreakspace}$Significant at the 10 percent level.}}\\ + \multicolumn{7}{l}{\emph{$^{**\nobreakspace}$Significant at the five percent level.}}\\ + \multicolumn{7}{l}{\emph{$^{***}$Significant at the one percent level.}}\\ + \multicolumn{7}{l}{}\\ + \multicolumn{7}{l}{\emph{Note:} \emph{The model is censored to have a value that ranges from zero to one for each crop.}}\\ + \multicolumn{7}{l}{\hspace{1.11cm}\emph{The dataset consists of Subdistrict One parcels. Sale attributes are aggregated to the parcel}}\\ + \multicolumn{7}{l}{\hspace{1.11cm}\emph{level so that there is one entry per parcel in the subdistrict. The post-2006 term is one if a}}\\ + \multicolumn{7}{l}{\hspace{1.11cm}\emph{parcel was sold between 2006 and 2020, and zero if there are only sale records prior to 2006.}}\\ +%\multicolumn{7}{l}{}\\ + + %\multicolumn{7}{l}{}\\ + + % \item{ + % \item{$^{***}$Significant at the one percent level.} + % \item{} + % \item{} + + % \hline + \end{longtable} +\end{landscape} +\endgroup + + + +% \begin{table} +% \centering +% \caption{Tobit model of crop choice after 2011}\label{tobit} +% \addtolength{\tabcolsep}{-3pt} +% \scalebox{0.95}{ +% \begin{threeparttable} +% \begin{tabular}{@{\extracolsep{5pt}}lcccccc} +% \\[-1.8ex]\hline +% \hline \\[-1.8ex] +% & \multicolumn{6}{c}{\textit{Dependent variable: Post 2011 Crop Choice}} \\ +% \cline{2-7} +% \\[-1.8ex] & (Fallow) & (Alfalfa) & (Small Grains) & (Grass Pas.) & (Potato) & (Other)\\ +% \hline \\[-1.8ex] +% \bf{Post 2006} & \bf{0.071}$^{**}$ & $-$\bf{0.012} & $\bf{-}$\bf{0.045}$^{**}$ & \bf{0.012} & $\bf{-}$\bf{0.015} & \bf{0.001} \\ +% & (0.023) & (0.0269) & (0.017) & (0.015) & (0.019) & (0.013) \\ +% \hline +% & \multicolumn{6}{c}{Pretreatment Crop Mix}\\ +% \cline{2-7} +% & & & & & & \\ +% Fallow \% & $-$0.231$^{**}$ & 0.0004 & 0.009 & 0.328$^{***}$ & $-$0.091 & 0.120$^{**}$ \\ +% & (0.097) & (0.099) & (0.073) & (0.062) & (0.081) & (0.053) \\ +% & & & & & & \\ +% Alfalfa \% & $-$0.017 & 0.339$^{***}$ & $-$0.052 & 0.018 & $-$0.226$^{***}$ & $-$0.033 \\ +% & (0.071) & (0.073) & (0.053) & (0.046) & (0.059) & (0.039) \\ +% & & & & & & \\ +% Grass Pasture \% & 0.225$^{**}$ & 0.143 & $-$0.196$^{**}$ & 0.387$^{***}$ & $-$0.310$^{***}$ & $-$0.130$^{**}$ \\ +% & (0.092) & (0.094) & (0.069) & (0.059) & (0.077) & (0.050) \\ +% & & & & & & \\ +% Potatoes \% & 0.101 & $-$0.194$^{**}$ & 0.055 & $-$0.042 & 0.144$^{**}$ & $-$0.045 \\ +% & (0.075) & (0.077) & (0.056) & (0.048) & (0.063) & (0.041) \\ +% & & & & & & \\ +% Small Grains \% & 0.019 & $-$0.052 & 0.057 & $-$0.035 & 0.050 & $-$0.001 \\ +% & (0.072) & (0.074) & (0.054) & (0.047) & (0.060) & (0.039) \\ +% & & & & & & \\ +% & \multicolumn{6}{c}{Other Variables}\\ +% \cline{2-7} +% & & & & & & \\ +% Area (ln) & $-$0.026$^{**}$ & 0.020$^{*}$ & 0.023$^{***}$ & $-$0.006 & $-$0.001 & $-$0.012$^{**}$ \\ +% & (0.011) & (0.011) & (0.008) & (0.007) & (0.009) & (0.006) \\ +% & & & & & & \\ +% Surface Water Ind.& $-$0.626$^{***}$ & 0.138$^{***}$ & 0.183$^{***}$ & 0.028 & 0.251$^{***}$ & 0.092$^{***}$ \\ +% & (0.038) & (0.039) & (0.028) & (0.024) & (0.031) & (0.021) \\ +% & & & & & & \\ +% Groundwater Ind. & 0.265$^{***}$ & 0.213$^{**}$ & $-$0.079 & $-$0.219$^{***}$ & $-$0.034 & 0.050 \\ +% & (0.097) & (0.099) & (0.073) & (0.062) & (0.080) & (0.053) \\ +% & & & & & & \\ +% \% Cropland & $-$0.047 & $-$0.026 & 0.159$^{***}$ & $-$0.060 & 0.082$^{*}$ & $-$0.030 \\ +% & (0.059) & (0.061) & (0.044) & (0.038) & (0.049) & (0.032) \\ +% & & & & & & \\ +% \hline \\[-1.8ex] +% Observations & 450 & 450 & 450 & 450 & 450 & 450 \\ +% Log Likelihood & 13.971 & 4.698 & 143.095 & 213.130 & 96.370 & 288.063 \\ +% Akaike Inf. Crit. & $-$3.942 & 14.603 & $-$262.191 & $-$402.260 & $-$168.739 & $-$552.126 \\ +% \hline +% \hline \\[-1.8ex] +% \end{tabular} +% \begin{tablenotes} +% \item{\emph{Note:} The model is censored to have a value that ranges from zero to one for each crop. The dataset consists of Subdistrict One parcels. Sale attributes are aggregated to the parcel level so that there is one entry per parcel in the subdistrict. The post-2006 term is one if a parcel was sold between 2006 and 2020, and zero if there are only sale records prior to 2006.\vspace{2mm}} +% \item{$^{***}$Significant at the one percent level.} +% \item{$^{**\nobreakspace}$Significant at the five percent level.} +% \item{$^{*\nobreakspace\nobreakspace}$Significant at the 10 percent level.} +% \end{tablenotes} +% \end{threeparttable} +% } +% \end{table} diff --git a/LATEX/Chapter_I/tables/Weighted_Balance_TBL.tex b/LATEX/Chapter_I/tables/Weighted_Balance_TBL.tex new file mode 100644 index 0000000..e67cb5b --- /dev/null +++ b/LATEX/Chapter_I/tables/Weighted_Balance_TBL.tex @@ -0,0 +1,7 @@ +\begin{table}[!htbp] + \caption{Attribute balance change from weighting procedure}\label{TBL:WEIGHT_BAL} + \centering + \begin{tabular}{c} + \includegraphics[width=\textwidth]{Weighted_Balance.png} + \end{tabular} +\end{table} diff --git a/LATEX/Chapter_I/tables/reg2002.tex b/LATEX/Chapter_I/tables/reg2002.tex new file mode 100755 index 0000000..bfe4ce9 --- /dev/null +++ b/LATEX/Chapter_I/tables/reg2002.tex @@ -0,0 +1,54 @@ +% chktex-file 44 + +%\begin{center} +% \scalebox{0.75}{ +\begin{table} +\caption{Difference-in-differences matched regression 1980-2005}\label{reg2002} + +\begin{threeparttable}[h] +\begin{tabular}{lccc} +\hline + & \multicolumn{3}{c}{Real Sale Price log(\$)} \\ + & All Parcels & Under 80 Acres & Over 80 Acres \\ + & (1) & (2) & (3)\\ +\hline \\[-1.8ex] + \bf{Subd1 x Post 2002} & $-$0.980$^{***}$ & $-$0.766$^{**}$ & $-$1.223$^{***}$ \\ + & (0.280) & (0.389) & (0.389) \\ + Subdistrict One & 0.117 & $-$0.680$^{**}$ & 0.092 \\ + & (0.261) & (0.311) & (0.431) \\ + Surface Ind. & 0.635$^{*}$ & 1.351$^{***}$ & $-$0.170 \\ + & (0.327) & (0.458) & (0.843) \\ + Ground Ind. & 0.072 & 0.744$^{*}$ & $-$1.333 \\ + & (0.346) & (0.401) & (0.939) \\ + Surface x Ground & $-$0.575 & $-$1.905$^{***}$ & 1.097 \\ + & (0.395) & (0.531) & (0.967) \\ + Surface x Post 2002 & $-$0.231 & $-$0.004 & 4.915$^{***}$ \\ + & (0.383) & (0.424) & (1.460) \\ + Subd1 x Well Ind & 0.676$^{**}$ & 0.326 & 1.011$^{**}$ \\ + & (0.311) & (0.392) & (0.483) \\ + Area (log) & 0.506$^{***}$ & 0.378$^{***}$ & 0.491$^{***}$ \\ + & (0.052) & (0.100) & (0.177) \\ + Structure Value (log) & 0.017$^{***}$ & 0.024$^{***}$ & 0.005 \\ + & (0.005) & (0.007) & (0.007) \\ +\hline +Observations & 820 & 355 & 470 \\ +R$^{2}$ & 0.235 & 0.211 & 0.250 \\ +Adjusted R$^{2}$ & 0.199 & 0.122 & 0.187 \\ +Residual Std. Error & 1.654 (df=783) & 1.484 (df=318) & 1.657 (df=433) \\ +F Statistic & 6.666$^{***}$ (df=36; 783) & 2.367$^{***}$ (df=36; 318) & 4.000$^{***}$ (df=36; 433) \\ +\hline \\[-1.8ex] +\end{tabular} + +\begin{tablenotes} + + \item{\emph{Note:} Regression results from \cref{mainreg}. The Subd1 variable is an indicator for a parcel being in the subdistrict. Surface and Ground variables are indicators for the respective water source being used to irrigate the parcel. The \it{Structure Value} variable is the reported USD value of additional structures and enhancements on the property. A number of variables are omitted from the table for clarity. The omitted variables include all year fixed effects, an indicator for having a well on the parcel, indicators for a parcel joining Subdistrict Two, and an indicator that flags records with suspect reported areas.} + \item{$^{***}$Significant at the one percent level.} + \rule{0pt}{4ex} + \item{$^{**\nobreakspace}$Significant at the five percent level.} + \item{$^{*\nobreakspace\nobreakspace}$Significant at the 10 percent level.} + + \end{tablenotes} +\end{threeparttable} +\end{table} +%} +%\end{center} diff --git a/LATEX/Chapter_I/tables/reg2006.tex b/LATEX/Chapter_I/tables/reg2006.tex new file mode 100755 index 0000000..52fa103 --- /dev/null +++ b/LATEX/Chapter_I/tables/reg2006.tex @@ -0,0 +1,61 @@ +% chktex-file 44 + +\def\insertTableNotes +{ + \begin{singlespace} + \emph{Note:} Regression results from \cref{mainreg} following the same reporting procedure as in \\ + \hspace{1.0cm} \nolinebreak\cref{reg2002}. Starting in 2006 both the post-2002 and post-2006 indicators are one. The \\ + \hspace{1.0cm} baseline of the subdistrict post-2006 interaction includes the fixed effect of post-2002. \\ + \hspace{1.0cm} Since the policy fixed effects of being in the subdistrict after 2002 is identical to \\ + \hspace{1.0cm} \nolinebreak\cref{reg2002}, so these are omitted from the summary.\\ + \vspace{1mm} + \hspace{0.0cm} $^{***}$ Significant at the one percent level.\\ + \hspace{0.0cm} $^{**\nobreakspace}$ Significant at the five percent level.\\ + \hspace{0.0cm} $^{*\nobreakspace\nobreakspace}$ Significant at the 10 percent level.\\ + \end{singlespace} +} + +%\begin{center} +% \scalebox{0.75}{ +\begin{table} +\caption{Difference-in-differences matched regression 1980-2011}\label{reg2006} +\begin{threeparttable}[h] \centering +\begin{tabular}{@{\extracolsep{1pt}}lccc} +\hline +\hline \\[-1.8ex] + & \multicolumn{3}{c}{Real Sale Price log(\$)} \\ + & All Parcels & Under 80 Acres & Over 80 Acres \\ +\\[-1.8ex] & (1) & (2) & (3)\\ +\hline \\[-1.8ex] + \bf{Subd1 x Post 2006} & 0.657$^{**}$ & 1.295$^{***}$ & 0.127 \\ + & (0.327) & (0.437) & (0.481) \\ + Subdistrict One & 0.272 & $-$0.589$^{**}$ & 0.248 \\ + & (0.234) & (0.279) & (0.396) \\ + Surface Ind. & 0.527$^{*}$ & 1.216$^{***}$ & $-$0.335 \\ + & (0.294) & (0.409) & (0.731) \\ + Ground Ind. & $-$0.014 & 0.692$^{**}$ & $-$1.557$^{**}$ \\ + & (0.302) & (0.347) & (0.785) \\ + Surface x Ground & $-$0.344 & $-$1.707$^{***}$ & 1.463$^{*}$ \\ + & (0.345) & (0.465) & (0.805) \\ + Surface x Post 2006 & $-$0.186 & 0.091 & $-$5.617$^{***}$ \\ + & (0.452) & (0.505) & (1.437) \\ + Subd1 x Well Ind & 0.365 & $-$0.046 & 0.799$^{*}$ \\ + & (0.266) & (0.327) & (0.435) \\ + Area (log) & 0.497$^{***}$ & 0.325$^{***}$ & 0.534$^{***}$ \\ + & (0.045) & (0.083) & (0.157) \\ + Structure Value (log) & 0.021$^{***}$ & 0.030$^{***}$ & 0.004 \\ + & (0.004) & (0.006) & (0.006) \\ +\hline +Observations & 1,029 & 460 & 569 \\ +R$^{2}$ & 0.239 & 0.208 & 0.244 \\ +Adjusted R$^{2}$ & 0.206 & 0.126 & 0.182 \\ +Residual Std. Error & 1.597 (df=985) & 1.424 (df=416) & 1.612 (df=525) \\ +F Statistic & 7.196$^{***}$ (df=43; 985) & 2.543$^{***}$ (df=43; 416) & 3.948$^{***}$ (df=43; 525) \\ +\hline \\[-1.8ex] +\end{tabular} +\end{threeparttable} +\raggedright +\insertTableNotes +\end{table} +%} +%\end{center} diff --git a/LATEX/Chapter_I/tables/reg2011.tex b/LATEX/Chapter_I/tables/reg2011.tex new file mode 100755 index 0000000..21f6356 --- /dev/null +++ b/LATEX/Chapter_I/tables/reg2011.tex @@ -0,0 +1,59 @@ +% chktex-file 44 + +% Table created by stargazer v.5.2.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu +% Date and time: Tue, Jul 20, 2021 - 05:33:19 PM + +%\begin{center} +%\scalebox{0.75}{ + + \begin{table} + \center + \caption{Difference-in-differences matched regression 1980-2020}\label{reg2011} + +\begin{threeparttable}[!htbp] \centering +\begin{tabular}{p{4.0cm} *{3}{p{3.0cm}}} % lccc} @{\extracolsep{5pt}} l +\hline +\hline + & \multicolumn{3}{c}{Real Sale Price log(\$)} \\ + \cline{2-4} + & All Parcels & Under 80 Acres & Over 80 Acres \\ + & (1) & (2) & (3)\\ +\hline + \bf{Subd1 x Post 2011} & $-$0.127 & $-$0.513 & 0.509 \\ + & (0.296) & (0.385) & (0.437) \\ + Subdistrict One & 0.273 & $-$0.537$^{**}$ & 0.168 \\ + & (0.211) & (0.263) & (0.355) \\ + Surface Ind. & 0.367 & 0.746$^{**}$ & $-$0.494 \\ + & (0.271) & (0.372) & (0.637) \\ + Ground Ind. & $-$0.205 & 0.486 & $-$1.618$^{***}$ \\ + & (0.256) & (0.301) & (0.626) \\ + Surface x Ground & $-$0.092 & $-$1.102$^{***}$ & 1.665$^{***}$ \\ + & (0.294) & (0.400) & (0.638) \\ + Surface x Post 2011 & 0.779$^{*}$ & 0.415 & 1.187 \\ + & (0.400) & (0.469) & (0.918) \\ + Subd1 x Well Ind & 0.330 & $-$0.181 & 0.804$^{**}$ \\ + & (0.228) & (0.285) & (0.379) \\ + Area (log) & 0.494$^{***}$ & 0.296$^{***}$ & 0.488$^{***}$ \\ + & (0.040) & (0.074) & (0.137) \\ + Structure Value (log) & 0.025$^{***}$ & 0.034$^{***}$ & 0.006 \\ + & (0.004) & (0.005) & (0.005) \\ +\hline +Observations & 1,363 & 639 & 738 \\ +R$^{2}$ & 0.249 & 0.218 & 0.251 \\ +Adjusted R$^{2}$ & 0.217 & 0.143 & 0.190 \\ +Residual Std. Error & 1.614 & 1.486 & 1.603 \\ + & (df=1306) & (df=582) & (df=681) \\ +F Statistic & 7.723$^{***}$ & 2.905$^{***}$ & 4.080$^{***}$ \\ + & (df=56; 1306) & (df=56; 582) & (df=56; 681) \\ +\hline \\[-1.8ex] +\tabularnewline[-1.8ex] +\multicolumn{4}{c}{\emph{Note:} Regression results from \nolinebreak\cref{mainreg} following the same reporting procedure} \\ +\multicolumn{4}{l}{\hspace{1.0cm} as in \nolinebreak\cref{reg2006} \hl{[Include 'reg2006.tex' to fix this ('reg2002.tex' might work)]}\vspace{1mm}} \\ +\multicolumn{4}{l}{\hspace{0.0cm} $^{***}$Significant at the one percent level.} \\ +\multicolumn{4}{l}{\hspace{0.0cm} $^{**\nobreakspace}$Significant at the five percent level.} \\ +\multicolumn{4}{l}{\hspace{0.0cm} $^{*\nobreakspace\nobreakspace}$Significant at the 10 percent level.} \\ \\ +\hline +\hline +\end{tabular} +\end{threeparttable} +\end{table} diff --git a/LATEX/Chapter_I/tables/regall.tex b/LATEX/Chapter_I/tables/regall.tex new file mode 100755 index 0000000..19ec5a0 --- /dev/null +++ b/LATEX/Chapter_I/tables/regall.tex @@ -0,0 +1,106 @@ + +% chktex-file 44 + +\FloatBarrier + +\def\insertTableNotes +{ + \begin{singlespace} + \emph{Notes:} Regression results for all time periods. The first three columns are a matched parcel\\ + \hspace{1.0cm} model for parcel of various sizes. All shock indicators remain on. For example, the \\ + \hspace{1.0cm} indicator for 2002 is one for all years after 2002, including after 2006. The last two\\ + \hspace{1.0cm} columns contain parcel fixed effect models. The data for the fixed effect model \\ + \hspace{1.0cm} includes all sales records of parcels sold at least once before 2002, and after 2002. \\ + \hspace{1.0cm} Most covariates drop out due to collinearity.\\ + \vspace{1cm} + \hspace{0.0cm} $^{***}$ Significant at the one percent level.\\ + \hspace{0.0cm} $^{**\nobreakspace}$ Significant at the five percent level.\\ + \hspace{0.0cm} $^{*\nobreakspace\nobreakspace}$ Significant at the 10 percent level.\\ + \end{singlespace} +} + +\begin{longtable}{ p{3.7cm} | *{5}{p{2.05cm}} } + \addtolength{\tabcolsep}{-3pt} + \raggedright + % Start table header + \endfirsthead + \caption{Difference-in-differences for all models}\label{T-mainreg} \\ % Not used-> + \hline + & \multicolumn{5}{c}{ \underline{Real Sale Price log(\$)}} + \endfirsthead + \hline + \endhead + & All & Under & Over & & Fixed Effect\tabularnewline + & Parcels&80 Acres&80 Acres&Fixed Effect&IPTW \tabularnewline + &\hspace{6pt}(1)& \hspace{6pt}(2)& \hspace{6pt}(3)& \hspace{6pt}(4)& \hspace{6pt}(5)\tabularnewline + \hline + % End Table Header + %\hline + \tabularnewline + \bf{Subd1 x Post 2002} & $-$0.945$\textsuperscript{***}$ & $-$0.764$\textsuperscript{**}$ & $-$1.215$\textsuperscript{***}$ & $-$0.318 & $-$0.761$\textsuperscript{**}$ \tabularnewline + & (0.273) & (0.387) & (0.375) & (0.365) & (0.361) \tabularnewline + & & & & & \tabularnewline + \bf{Subd1 x Post 2006} & 0.666$\textsuperscript{**}$ & 1.322$\textsuperscript{***}$ & 0.121 & 0.637 & 0.830$\textsuperscript{**}$ \tabularnewline + & (0.331) & (0.455) & (0.477) & (0.410) & (0.402) \tabularnewline + & & & & & \tabularnewline + \bf{Subd1 x Post 2011} & $-$0.127 & $-$0.513 & 0.509 & $-$0.423 & $-$0.642$\textsuperscript{*}$ \tabularnewline + & (0.296) & (0.385) & (0.437) & (0.354) & (0.342) \tabularnewline + & & & & & \tabularnewline + Subdistrict One & 0.273 & $-$0.537$\textsuperscript{**}$ & 0.168 & & \tabularnewline + & (0.211) & (0.263) & (0.355) & & \tabularnewline + & & & & & \tabularnewline + Surface Ind. & 0.367 & 0.746$\textsuperscript{**}$ & $-$0.494 & & \tabularnewline + & (0.271) & (0.372) & (0.637) & & \tabularnewline + & & & & & \tabularnewline + Ground Ind. & $-$0.205 & 0.486 & $-$1.618$\textsuperscript{***}$ & & \tabularnewline + & (0.256) & (0.301) & (0.626) & & \tabularnewline + & & & & & \tabularnewline + Surface x Ground & $-$0.092 & $-$1.102$\textsuperscript{***}$ & 1.665$\textsuperscript{***}$ & & \tabularnewline + & (0.294) & (0.400) & (0.638) & & \tabularnewline + & & & & & \tabularnewline + Surface x Post 2002 & $-$0.260 & $-$0.008 & 5.138$\textsuperscript{***}$ & & \tabularnewline + & (0.372) & (0.424) & (1.323) & & \tabularnewline + & & & & & \tabularnewline + Surface x Post 2006 & $-$0.155 & 0.102 & $-$5.673$\textsuperscript{***}$ & & \tabularnewline + & (0.456) & (0.527) & (1.416) & & \tabularnewline + & & & & & \tabularnewline + Surface x Post 2011 & 0.779$\textsuperscript{*}$ & 0.415 & 1.187 & & \tabularnewline + & (0.400) & (0.469) & (0.918) & & \tabularnewline + & & & & & \tabularnewline + Subd1 x Well Ind & 0.330 & $-$0.181 & 0.804$\textsuperscript{**}$ & & \tabularnewline + & (0.228) & (0.285) & (0.379) & & \tabularnewline + & & & & & \tabularnewline + Area (log) & 0.494$\textsuperscript{***}$ & 0.296$\textsuperscript{***}$ & 0.488$\textsuperscript{***}$ & & \tabularnewline + & (0.040) & (0.074) & (0.137) & & \tabularnewline + & & & & & \tabularnewline + Structure Value (log) & 0.025$\textsuperscript{***}$ & 0.034$\textsuperscript{***}$ & 0.006 & & \tabularnewline + & (0.004) & (0.005) & (0.005) & & \tabularnewline + & & & & & \tabularnewline + \hline + Observations & 1,363 & 639 & 738 & 746 & 746 \\ +R$\textsuperscript{2}$ & 0.249 & 0.218 & 0.251 & 0.781 & 0.825 \\ +Adjusted R$\textsuperscript{2}$ & 0.217 & 0.143 & 0.190 & 0.596 & 0.678 \\ +Residual Std. Error & 1.614 & 1.486 & 1.603 & 1.098 & 1.392 \\ +& (df = 1306) & (df = 582) & (df = 681) & (df = 405) & (df = 405) \\ +F Statistic & 7.723$\textsuperscript{***}$ & 2.905$\textsuperscript{***}$ & 4.080$\textsuperscript{***}$ & 4.238$\textsuperscript{***}$ & 5.606$\textsuperscript{***}$ \\ + & (df = 56; 1306) & (df = 56; 582) & (df = 56; 681) & (df = 340; 405) & (df = 340; 405) \\ +\hline +\multicolumn{6}{l}{\emph{Note:} Regression results for all time periods. The first three columns are a matched parcel} \\ +\multicolumn{6}{l}{\hspace{1.0cm} model for parcel of various sizes. All shock indicators remain on. For example, the} \\ +\multicolumn{6}{l}{\hspace{1.0cm} indicator for 2002 is one for all years after 2002, including after 2006. The last two} \\ +\multicolumn{6}{l}{\hspace{1.0cm} columns contain parcel fixed effect models. The data for the fixed effect model} \\ +\multicolumn{6}{l}{\hspace{1.0cm} includes all sales records of parcels sold at least once before 2002, and after 2002.} \\ +\multicolumn{6}{l}{\hspace{1.0cm} Most covariates drop out due to collinearity.\vspace{1mm}} \\ +\multicolumn{6}{l}{\hspace{0.0cm} $^{***}$Significant at the one percent level.} \\ +\multicolumn{6}{l}{\hspace{0.0cm} $^{**\nobreakspace}$Significant at the five percent level.} \\ +\multicolumn{6}{l}{\hspace{0.0cm} $^{*\nobreakspace\nobreakspace}$Significant at the 10 percent level.} \\ +\hline % \\[-1.8ex] +\end{longtable} + +% \singlespacing +%\insertTableNotes +% \doublespacing + +\vspace{1cm} + +\FloatBarrier diff --git a/LATEX/Chapter_I/tables_figures/Diff_expense.pdf b/LATEX/Chapter_I/tables_figures/Diff_expense.pdf new file mode 100644 index 0000000..9438163 Binary files /dev/null and b/LATEX/Chapter_I/tables_figures/Diff_expense.pdf differ diff --git a/LATEX/Chapter_I/tables_figures/Diff_land.pdf 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differ diff --git a/LATEX/Chapter_II/Figures/TEMP_EVENT_STUDY.pdf b/LATEX/Chapter_II/Figures/TEMP_EVENT_STUDY.pdf new file mode 100644 index 0000000..47d36af Binary files /dev/null and b/LATEX/Chapter_II/Figures/TEMP_EVENT_STUDY.pdf differ diff --git a/LATEX/Chapter_II/Tables/CREP_Reductions.tex b/LATEX/Chapter_II/Tables/CREP_Reductions.tex new file mode 100644 index 0000000..690d89d --- /dev/null +++ b/LATEX/Chapter_II/Tables/CREP_Reductions.tex @@ -0,0 +1,27 @@ +% latex table generated in R 4.3.0 by xtable 1.8-4 package +% Wed Jul 5 15:21:38 2023 +\FloatBarrier +\begin{table}[ht] +\centering +\caption{Estimated CREP reductions} +\label{CREPRED} +\begin{tabular}{lccccc} + \hline +Year & Wells in CREP & Sbd.1 Policies & CREP & Total & Well \\ + \hline +2009 & 0 & 0 & 0 & 0 & 0 \\ + 2010 & 0 & 0 & 0 & 0 & 0 \\ + 2011 & 0 & -2835 & 0 & -2835 & -18 \\ + 2012 & 0 & -11860 & 0 & -11860 & -77 \\ + 2013 & 0 & -13263 & 0 & -13263 & -86 \\ + 2014 & 33 & -11750 & -355 & -12105 & -79 \\ + 2015 & 69 & -13262 & -1695 & -14958 & -97 \\ + 2016 & 104 & -10912 & -3630 & -14542 & -94 \\ + 2017 & 108 & -10274 & -5042 & -15316 & -99 \\ + 2018 & 129 & -15512 & -5691 & -21203 & -138 \\ + 2019 & 135 & -11436 & -5873 & -17309 & -112 \\ + 2020 & 144 & -14411 & -6051 & -20461 & -133 \\ + 2021 & 154 & -2906 & -5563 & -8468 & -55 \\ + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_II/Tables/NEIGHBOR_FIT.tex b/LATEX/Chapter_II/Tables/NEIGHBOR_FIT.tex new file mode 100644 index 0000000..120752d --- /dev/null +++ b/LATEX/Chapter_II/Tables/NEIGHBOR_FIT.tex @@ -0,0 +1,76 @@ +\FloatBarrier + +\begingroup +\begin{longtable}{lccc} + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{Affected neighbors by adding CREP wells}\label{REG:FITNEIGHBOR}\\ + % \hline + % \hline + % Dependent Variable: & AF\\ + % Model: & (1)\\ + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + +% MUST BE HERE- tells macro to update name for subsequent pages + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + % \tabularnewline % \midrule \midrule + + Dependent Variables: & \multicolumn{3}{c}{Number of Neighboring Wells} \\ + & Linear & Log-Linear & Log-Log \\ +Model: & (1) & (2) & (3)\\ +\midrule +\emph{Variables}\\ +Num. CREP Wells & 10.64$^{***}$& 1,133.9$^{***}$ & 1.300$^{***}$\\ + & (1.099) & (105.3) & (0.1275)\\ +Constant & -197.9 & -4,316.1$^{***}$ & 0.7465\\ + & (135.6) & (501.9) & (0.6081)\\ + +\midrule +\emph{Fit statistics}\\ +Observations & 7 & 7 & 7\\ +R$^2$ & 0.94935 & 0.95869 & 0.95412\\ +Adjusted R$^2$ & 0.93922 & 0.95043 & 0.94494\\ + + % Footnotes + \midrule \midrule + \multicolumn{4}{l}{\emph{a) IID standard errors in parentheses}}\\ + \multicolumn{4}{l}{\emph{b) Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + % \tabularnewline + \multicolumn{4}{l}{\emph{c) One-half mile radius used}}\\ + + % \multicolumn{4}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + % \multicolumn{4}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + % \tabularnewline + + % \multicolumn{4}{l}{\emph{Note:} a) Any data entry where a CREP well was in the CREP program was dropped.} \\ + % \multicolumn{4}{l}{\hspace{1.46cm} A CREP well that entered in 2015 has data from 2009-2014.} \\ + + % \multicolumn{4}{l}{\hspace{1.0cm} b) Each of the 10 largest ditches are included in the Ditch-Year fixed effect.} \\ + + % \multicolumn{4}{l}{\hspace{1.0cm} c) Subdistricts One through Six included in the Subdistrict-Year fixed effect.} \\ + + % \multicolumn{4}{l}{\hspace{1.0cm} d) CREP wells are removed once in the CREP program.} \\ + +\end{longtable} +\endgroup + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/Policy_Effects.tex b/LATEX/Chapter_II/Tables/Policy_Effects.tex new file mode 100644 index 0000000..66b2884 --- /dev/null +++ b/LATEX/Chapter_II/Tables/Policy_Effects.tex @@ -0,0 +1,53 @@ +\FloatBarrier + +\begin{table}[H] + \caption{Policy responses}\label{REGPOLICYRESPONSE} +\begingroup +\centering +\begin{tabular}{lccc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{3}{c}{AF}\\ + & \textbf{2011 Policy Model} & \textbf{Direct Effect} & \textbf{Neighbor Response} \\ + Model: & (1) & (2) & (3)\\ + \midrule + \emph{Variables}\\ + Sbd.1-Post 2011 & -30.87$^{***}$ & & \\ + & (8.477) & & \\ + In CREP-Post 2011 & -31.17$^{***}$ & & \\ + & (7.072) & & \\ + Near to CREP-Post 2011 & -5.407$^{**}$ & & \\ + & (2.218) & & \\ + CREP Effect (ATT) & & -38.70$^{***}$ & -2.788$^{**}$\\ + & & (2.905) & (1.021)\\ + \midrule + \emph{Fixed effects}\\ + Near CREP-Post CREP & $\checkmark$ & & \\ + In Fallow Program & $\checkmark$ & & \\ + Well & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Year & $\checkmark$ & & \\ + Subdistrict-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Year-Ditch & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In Fallow Program & & $\checkmark$ & $\checkmark$\\ + Subdistrict-Year & & $\checkmark$ & $\checkmark$\\ + In CREP After Treatment & & & $\checkmark$\\ + In CREP-Year & & & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 48,563 & 49,439 & 49,439\\ + R$^2$ & 0.74535 & 0.74748 & 0.74705\\ + Within R$^2$ & 0.00271 & 0.01114 & 0.00174\\ + \midrule \midrule + \multicolumn{4}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{4}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ +\end{tabular} + +\par \raggedright +In model 1, all active CREP wells are removed. So a well that enters CREP in 2014 has data from 2009-2013.\\ +A well is considered a neighbor to a CREP or Fallow Program well if they are within one-half mile.\\ +Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ +Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ +CREP wells are removed from the dataset when estimating neighbor responses. +\par\endgroup +\end{table} + + diff --git a/LATEX/Chapter_II/Tables/Policy_Estimates.tex b/LATEX/Chapter_II/Tables/Policy_Estimates.tex new file mode 100644 index 0000000..985e85c --- /dev/null +++ b/LATEX/Chapter_II/Tables/Policy_Estimates.tex @@ -0,0 +1,29 @@ +% latex table generated in R 4.3.0 by xtable 1.8-4 package +% Sat Jul 1 18:41:03 2023 +\FloatBarrier +\begin{table}[ht] +\centering +\caption{Estimated policy effects} +\label{RESTBL} +\begin{tabular}{lcccccccc} + \hline + & &\multicolumn{3}{c}{\textbf{CREP}}& &\multicolumn{2}{c}{\textbf{Subdistrict One}} & \\ \cmidrule{3-5} \cmidrule{7-8} + + Year &No Policies& Direct & Spillover & Expected && Fallow & Other Policies & Total \\ + \hline + 2009 & 262016 & 0 & 0 & 0 && 0 & 0 & 0 \\ + 2010 & 302356 & 0 & 0 & 0 && 0 & 0 & 0 \\ + 2011 & 343124 & 0 & 0 & 0 && 0 & -26854 & -26854 \\ + 2012 & 383469 & 0 & 0 & 0 && 0 & -129790 & -129790 \\ + 2013 & 371124 & 0 & 0 & 0 && 0 & -147182 & -147182 \\ + 2014 & 354422 & -355 & -1010 & -2047 && 0 & -120684 & -122049 \\ + 2015 & 344911 & -1695 & -2271 & -4280 && 0 & -139511 & -143477 \\ + 2016 & 324888 & -3630 & -3824 & -6452 && 0 & -84525 & -91979 \\ + 2017 & 304553 & -5042 & -4062 & -6700 && 0 & -63698 & -72802 \\ + 2018 & 411357 & -5691 & -4524 & -8002 && 0 & -145097 & -155312 \\ + 2019 & 303262 & -5873 & -3473 & -8375 && 0 & -85370 & -94715 \\ + 2020 & 349048 & -6051 & -2768 & -8933 && -460 & -102379 & -111658 \\ + 2021 & 283098 & -5563 & -3213 & -9553 && -630 & -69106 & -78512 \\ + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_II/Tables/Policy_Estimates_CI.tex b/LATEX/Chapter_II/Tables/Policy_Estimates_CI.tex new file mode 100644 index 0000000..c6b57a7 --- /dev/null +++ b/LATEX/Chapter_II/Tables/Policy_Estimates_CI.tex @@ -0,0 +1,60 @@ +\FloatBarrier + +\begingroup +\begin{longtable}{lccc|ccccc|cc} + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{Estimated policy effects with confidence intervals} + \label{RESTBLCI}\\ + % \hline + % \hline + % Dependent Variable: & AF\\ + % Model: & (1)\\ + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + +% MUST BE HERE- tells macro to update name for subsequent pages + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + % \tabularnewline % \midrule \midrule + + \hline + & &\multicolumn{5}{c}{\textbf{CREP}}& &\multicolumn{2}{c}{\textbf{Subdistrict One}} & \\ \cmidrule{3-6} \cmidrule{8-10} + Year & A.F & Direct & CI 95\% & Spillover & CI 95\% && Fallow & CI 95\% & Other Policies & Total \\ + \hline + 2009 & 262016 & 0 & 0,0 & 0 & 0,0 && 0 & 0,0 & 0 & 0 \\ + 2010 & 302356 & 0 & 0,0 & 0 & 0,0 && 0 & 0,0 & 0 & 0 \\ + 2011 & 343124 & 0 & 0,0 & 0 & 0,0 && 0 & 0,0 & -26854 & -26854 \\ + 2012 & 383469 & 0 & 0,0 & 0 & 0,0 && 0 & 0,0 & -129790 & -129790 \\ + 2013 & 371124 & 0 & 0,0 & 0 & 0,0 && 0 & 0,0 & -147182 & -147182 \\ + 2014 & 354422 & -355 & -155,-555 & -1010 & -238,-1781 && 0 & 0,0 & -120684 & -122049 \\ + 2015 & 344911 & -1695 & -1236,-2155 & -2271 & -627,-3914 && 0 & 0,0 & -139511 & -143477 \\ + 2016 & 324888 & -3630 & -2874,-4386 & -3824 & -1311,-6337 && 0 & 0,0 & -84525 & -91979 \\ + 2017 & 304553 & -5042 & -4182,-5901 & -4062 & -1209,-6915 && 0 & 0,0 & -63698 & -72802 \\ + 2018 & 411357 & -5691 & -4671,-6711 & -4524 & -1024,-8024 && 0 & 0,0 & -145097 & -155312 \\ + 2019 & 303262 & -5873 & -4810,-6936 & -3473 & 277,-7223 && 0 & 0,0 & -85370 & -94715 \\ + 2020 & 349048 & -6051 & -4903,-7198 & -2768 & 1717,-7254 && -460 & -231,-688 & -102379 & -111658 \\ + 2021 & 283098 & -5563 & -4297,-6829 & -3213 & 1814,-8239 && -630 & 335,-1596 & -69106 & -78512 \\ + \hline + +\end{longtable} +\endgroup + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/Policy_Per_Est.tex b/LATEX/Chapter_II/Tables/Policy_Per_Est.tex new file mode 100644 index 0000000..69bbe7e --- /dev/null +++ b/LATEX/Chapter_II/Tables/Policy_Per_Est.tex @@ -0,0 +1,28 @@ +% latex table generated in R 4.3.0 by xtable 1.8-4 package +% Sat Jul 1 19:55:25 2023 +\FloatBarrier +\begin{table}[ht] +\centering +\caption{Well level intensity of reduction} +\label{PERTBL} +\begin{tabular}{lccccccc} + \hline + &\multicolumn{3}{c}{\textbf{Subdistrict One Policy Effects} }& &\multicolumn{2}{c}{\textbf{CREP Policy Effects}} & \\ \cmidrule{2-4} \cmidrule{6-7} + Year & Sbd1. Wells & CREP Wells & Fallow Prog. && CREP Wells & Close Wells & CREP Total\\ + \hline + 2009 & 0 & 0 & 0 && 0 & 0 & 0 \\ + 2010 & 0 & 0 & 0 && 0 & 0 & 0 \\ + 2011 & -0.08 & -0.14 & 0 && 0 & 0 & -0.14 \\ + 2012 & -0.34 & -0.53 & 0 && 0 & 0 & -0.53 \\ + 2013 & -0.40 & -0.61 & 0 && 0 & 0 & -0.61 \\ + 2014 & -0.34 & -0.53 & 0 && -0.05 & -0.03 & -0.58 \\ + 2015 & -0.41 & -0.55 & 0 && -0.10 & -0.03 & -0.66 \\ + 2016 & -0.27 & -0.40 & 0 && -0.18 & -0.04 & -0.58 \\ + 2017 & -0.22 & -0.41 & 0 && -0.22 & -0.04 & -0.62 \\ + 2018 & -0.36 & -0.52 & 0 && -0.17 & -0.05 & -0.69 \\ + 2019 & -0.29 & -0.57 & 0 && -0.15 & -0.04 & -0.73 \\ + 2020 & -0.30 & -0.72 & -0.74 && -0.10 & -0.03 & -0.82 \\ + 2021 & -0.25 & 0 & -0.46 && -0.34 & -0.03 & -0.59 \\ + \hline +\end{tabular} +\end{table} diff --git a/LATEX/Chapter_II/Tables/Probit.tex b/LATEX/Chapter_II/Tables/Probit.tex new file mode 100644 index 0000000..392f1e6 --- /dev/null +++ b/LATEX/Chapter_II/Tables/Probit.tex @@ -0,0 +1,70 @@ +\FloatBarrier + +\begingroup +\begin{longtable}{lc} % |c|c| + \caption{CREP self-selection -- NEED A CAPTION FOR THIS TABLE!}\label{tab:ProbitCREP}\\ + \hline + \hline + Dependent Variable: & In CREP\\ + & Probit \\ + Model: & (1)\\ + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + \midrule + \emph{Variables}\\ + Pumping Change (A.F) & -0.0059$^{***}$\\ + & (0.0017)\\ + Capacity (A.F) & -0.0008\\ + & (0.0009)\\ + Crop Area (Acres) & 0.0002\\ + & (0.0019)\\ + Alfalfa (\%) & -0.4115$^{*}$\\ + & (0.2448)\\ + Small Grains (\%) & -0.3459\\ + & (0.2336)\\ + Potatoes (\%) & -1.669$^{***}$\\ + & (0.3078)\\ + \midrule + \emph{Fixed Effects}\\ + Ditch & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 2,456\\ + Squared Correlation & 0.13569\\ + Pseudo R$^2$ & 0.19602\\ + BIC & 967.27\\ + \midrule \midrule + \multicolumn{2}{l}{\emph{a) Heteroscedasticity-robust standard errors in parentheses}}\\ + \multicolumn{2}{l}{\emph{b) Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + + \multicolumn{2}{l}{\emph{c) Ditch fixed effects includes indicators for the ten largest ditch systems}}\\ + \multicolumn{2}{l}{\emph{d) All Crop variables taken as the average from 2009 and 2010}}\\ + \multicolumn{2}{l}{\emph{e) \emph{Other Crops} excluded to avoid collinearity}}\\ + \multicolumn{2}{l}{\emph{f) \emph{Pumping Change} is the average extraction rate of a Well}}\\ + \multicolumn{2}{l}{\emph{ from 2011 to 2013 minus the average pumping rate from 2009 to 2010}}\\ + + \tabularnewline +\end{longtable} +\endgroup + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/Probit_mod2.tex b/LATEX/Chapter_II/Tables/Probit_mod2.tex new file mode 100644 index 0000000..fda3480 --- /dev/null +++ b/LATEX/Chapter_II/Tables/Probit_mod2.tex @@ -0,0 +1,51 @@ + +\begin{table} %[h] + \caption{Probit model of selection into CREP}\label{REG:SELECT_PROBIT} + \centering + \begin{tabular}{lcc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{2}{c}{Well Enters CREP}\\ + Model: & (1) & (2)\\ + \midrule + \underline{\emph{Variables}}\\ + Change in Avg. Water Use (AF) & -0.0050$^{***}$ & \\ + & (0.0013) & \\ +Pre-Fee pumping (AF/year) & & 0.0049$^{***}$\\ + & & (0.0012)\\ + Post-Fee Pumping (AF/year) & & -0.0055$^{***}$\\ + & & (0.0018)\\ + Water Rights (AF) & -0.1928$^{***}$ & -0.1871$^{***}$\\ + & (0.0552) & (0.0536)\\ + Well Depth (log feet) & 0.1875$^{*}$ & 0.2213$^{**}$\\ + & (0.1030) & (0.1068)\\ + Potatoes (\%) & -1.267$^{***}$ & -1.257$^{***}$\\ + & (0.2452) & (0.2445)\\ + Alfalfa (\%) & -0.1998 & -0.1781\\ + & (0.1667) & (0.1680)\\ + Other Crops (\%) & 0.3271 & 0.3073\\ + & (0.2455) & (0.2481)\\ + \midrule + \underline{\emph{Fixed effects}}\\ + Ditch & $\checkmark$ & $\checkmark$\\ + + \midrule + \underline{\emph{Fit statistics}}\\ + Observations & 2,149 & 2,149\\ + Squared Correlation & 0.14192 & 0.14612\\ + Pseudo R$^2$ & 0.20896 & 0.20959\\ + BIC & 821.08 & 828.17\\ + \midrule \midrule + + \multicolumn{3}{l}{\emph{Heteroscedasticity-robust standard errors in parentheses}}\\ + \multicolumn{3}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \midrule + \end{tabular} + + \par \raggedright + \hspace{2cm}Pre-Fee pumping rate is the average yearly AF extracted from 2009 to 2010.\\ + \hspace{2cm}Post-Fee pumping rate is the average yearly AF extracted from 2011 to 2013.\\ + \hspace{3cm}This excludes all years after \ac{CREP} is active (2014-2024)\\ + \hspace{2cm}\emph{Change in Avg. Water Use} is calculated by subtracting the Post-Fee variable\\ + \hspace{3cm} by the Pre-Fee variable. + +\end{table} diff --git a/LATEX/Chapter_II/Tables/REG2011.tex b/LATEX/Chapter_II/Tables/REG2011.tex new file mode 100644 index 0000000..5ddac3d --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG2011.tex @@ -0,0 +1,76 @@ +\FloatBarrier + +\begingroup +\begin{longtable}{lc} % |c|c| + \caption{Response to 2011 pumping fee}\label{REG2011}\\ + \hline + \hline + Dependent Variable: & AF\\ + Model: & (1)\\ + \hline + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + \midrule + \emph{Variables}\\ + Sbd.1-Post 2011 & -30.87$^{***}$\\ + & (8.477)\\ + In CREP-Post 2011 & -31.17$^{***}$\\ + & (7.072)\\ + Near to CREP-Post 2011 & -5.407$^{**}$\\ + & (2.218)\\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$\\ + Ditch-Year & $\checkmark$\\ + Near CREP-Post CREP & $\checkmark$\\ + In Fallow Program & $\checkmark$\\ + Well & $\checkmark$\\ + Year & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 48,563\\ + R$^2$ & 0.74535\\ + Within R$^2$ & 0.00271\\ + \midrule \midrule + \multicolumn{2}{l}{\emph{a) Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{2}{l}{\emph{b) Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + + + \multicolumn{2}{l}{\emph{c) CREP wells are only included before entering CREP. A well}}\\ + \multicolumn{2}{l}{\emph{ that enters CREP in 2015 will have data from 2009-2014.}}\\ + + \multicolumn{2}{l}{\emph{d) The Sbd.1 dummy is 1 for all CREP wells, so the "In CREP" }}\\ + \multicolumn{2}{l}{\emph{ coefficient is added to the "Sbd.1" coefficient term for}}\\ + \multicolumn{2}{l}{\emph{ the full effect on CREP wells.}}\\ + + \multicolumn{2}{l}{\emph{e) A well is "close" if it is within one-half mile of a CREP well.}}\\ + \multicolumn{2}{l}{\emph{f) Each of the 10 largest ditches are included in the Ditch-Year}}\\ + \multicolumn{2}{l}{\emph{ fixed effect.}}\\ + \multicolumn{2}{l}{\emph{g) Subdistricts two through six included in the Subdistrict-Year}}\\ + \multicolumn{2}{l}{\emph{ fixed effect.}}\\ + + \tabularnewline +\end{longtable} +\endgroup + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/REG_ALL.tex b/LATEX/Chapter_II/Tables/REG_ALL.tex new file mode 100644 index 0000000..ce3620a --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_ALL.tex @@ -0,0 +1,61 @@ +\FloatBarrier +\begingroup +\begin{table}[ht] + \caption{Policy direct effects and spillover effects}\label{MAINREGTBL} + \centering + %\begin{adjustbox}{width = \textwidth, center} + \begin{tabular}{lccc|ccc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{6}{c}{AF}\\ + & \multicolumn{3}{c}{\textbf{Direct Effect}} & \multicolumn{3}{c}{\textbf{Neighbor Response}} \\ + Contract Length:& Perm. & 15-Year & 4-Year & Perm. & 15-Year & 4-Year \\ + Model: & (1) & (2) & (3) & (4) & (5) & (6)\\ + \midrule + \emph{Variables}\\ + \textbf{ATT} & -16.08$^{***}$ & -64.78$^{***}$ & -49.54$^{**}$ & -3.010$^{***}$ & -0.8047 & 2.062$^{*}$\\ + & (2.308) & (4.797) & (22.17) & (0.9125) & (1.001) & (1.033)\\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Ditch-Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In Fallow Program & $\checkmark$ & $\checkmark$ & & $\checkmark$ & $\checkmark$ & \\ + Well & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In CREP-Year & & & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In CREP After Treatment & & & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 48,594 & 48,282 & 49,439 & 47,437 & 47,437 & 48,563\\ + R$^2$ & 0.74727 & 0.74580 & 0.74674 & 0.74495 & 0.74489 & 0.74605\\ + Within R$^2$ & 0.00149 & 0.01320 & 0.00106 & 0.00121 & 0.00096 & 0.00063\\ + \midrule \midrule + % \multicolumn{7}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + % \multicolumn{7}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \tabularnewline + \end{tabular} + + %\end{adjustbox} + + % \par \raggedright + %% \tiny + % A well is considered a neighbor to a CREP or Fallow Program well if they are within one-half mile.\\ + % Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ + % Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ + % CREP wells are removed from the dataset when estimating neighbor responses.\\ + % When estimating the direct effect of permanent/temporary CREP contracts, wells under the other contract type are dropped from the dataset. + + + \par \raggedright% + % \tiny + \noindent\hspace*{1cm}\begin{minipage}{\dimexpr\textwidth-1cm} + % Notes:\\ + a) Clustered (Well \& Year) standard errors in parentheses.\\ + b) Signif. Codes: ***: 0.01, **: 0.05, *: 0.1\\ + c) A well is considered a neighbor to a CREP or Fallow Program well if they are within one-half mile.\\ + d) Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ + e) Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ + f) CREP wells are removed from the dataset when estimating neighbor responses.\\ + g) When estimating the direct effect of permanent/temporary CREP contracts, wells under the other contract type are dropped from the dataset. + + \end{minipage} +\end{table} +\endgroup \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/REG_CREP.tex b/LATEX/Chapter_II/Tables/REG_CREP.tex new file mode 100644 index 0000000..a22105b --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_CREP.tex @@ -0,0 +1,46 @@ +\FloatBarrier +\begingroup +\begin{table}[h] + \centering + \caption{Estimated CREP treatment effect}\label{REGCREP} + \begin{tabular}{lcc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{2}{c}{AF}\\ + & CREP Wells & Neighbor Wells \\ + Model: & (1) & (2)\\ + \midrule + \emph{Variables}\\ + ATT & -38.70$^{***}$ & -2.788$^{**}$\\ + & (2.905) & (1.021)\\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$ & $\checkmark$\\ + Ditch-Year & $\checkmark$ & $\checkmark$\\ + In Fallow Program & $\checkmark$ & $\checkmark$\\ + Well & $\checkmark$ & $\checkmark$\\ + In CREP After Treatment & & $\checkmark$\\ + In CREP-Year & & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 49,439 & 49,439\\ + R$^2$ & 0.74748 & 0.74705\\ + Within R$^2$ & 0.01114 & 0.00174\\ + \midrule \midrule + % \multicolumn{3}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + % \multicolumn{3}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \tabularnewline + \end{tabular} + + \par \raggedright + % \tiny + \noindent\hspace*{2cm}\begin{minipage}{\dimexpr\textwidth-2cm} + % Notes:\\ + a) Clustered (Well \& Year) standard errors in parentheses\\ + b) Signif. Codes: ***: 0.01, **: 0.05, *: 0.1\\ + c) A well is considered a neighbor to a CREP or Fallow Program well if they are within one-half mile.\\ + d) Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ + e) Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ + f) CREP wells are removed from the dataset when estimating neighbor responses.\\ + \end{minipage} +\end{table} +\endgroup diff --git a/LATEX/Chapter_II/Tables/REG_CREP_CLOSE_COHORT.tex b/LATEX/Chapter_II/Tables/REG_CREP_CLOSE_COHORT.tex new file mode 100644 index 0000000..bddf181 --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_CREP_CLOSE_COHORT.tex @@ -0,0 +1,54 @@ + +\FloatBarrier +\begin{table}[H] + \caption{Neighbor CREP treatment effect by cohort}\label{REGCLOSECOHORT} + \centering + \begin{tabular}{lccc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{3}{c}{AF}\\ + & All CREP Wells & Permanent Contract & 15-Year Contract \\ + Model: & (1) & (2) & (3)\\ + \midrule + \emph{Variables}\\ + cohort $=$ 2014 & -0.6622 & 2.736$^{**}$ & 0.5594\\ + & (1.423) & (1.184) & (1.585)\\ + cohort $=$ 2015 & -8.599$^{***}$ & -9.689$^{*}$ & -5.288$^{***}$\\ + & (1.583) & (5.200) & (1.273)\\ + cohort $=$ 2016 & 0.9955 & -9.086$^{***}$ & 8.166$^{**}$\\ + & (1.685) & (1.087) & (2.842)\\ + cohort $=$ 2017 & 0.2011 & & 1.266\\ + & (1.889) & & (1.831)\\ + cohort $=$ 2018 & -5.207$^{**}$ & & 1.379\\ + & (1.802) & & (1.363)\\ + cohort $=$ 2019 & -7.017$^{**}$ & & -5.941$^{*}$\\ + & (3.046) & & (2.729)\\ + cohort $=$ 2020 & 3.412 & 1.108 & \\ + & (2.165) & (1.358) & \\ + cohort $=$ 2021 & -15.70$^{***}$ & -3.931 & \\ + & (3.969) & (2.279) & \\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Ditch-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In Fallow Program & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In CREP After Treatment & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Well & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In CREP-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 49,439 & 47,437 & 47,437\\ + R$^2$ & 0.74705 & 0.74495 & 0.74489\\ + Within R$^2$ & 0.00174 & 0.00121 & 0.00096\\ + \midrule \midrule + \multicolumn{4}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{4}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \end{tabular} + + \par \raggedright + A well is considered a neighbor to a CREP or Fallow Program well if they are within one-half mile.\\ + Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ + Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ + CREP wells are removed from the dataset when estimating neighbor responses. +\end{table} + + diff --git a/LATEX/Chapter_II/Tables/REG_CREP_COHORT.tex b/LATEX/Chapter_II/Tables/REG_CREP_COHORT.tex new file mode 100644 index 0000000..467b35c --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_CREP_COHORT.tex @@ -0,0 +1,50 @@ + +\begin{table}[H] + \caption{CREP treatment effect by cohort}\label{REGCREPCOHORT} + \centering + \begin{tabular}{lccc} + \tabularnewline \midrule \midrule + Dependent Variable: & \multicolumn{3}{c}{AF}\\ + & All CREP Wells & Permanent Contracts & 15-Year Contract \\ + Model: & (1) & (2) & (3)\\ + \midrule + \emph{Variables}\\ + cohort $=$ 2014 & -23.34$^{***}$ & -5.335$^{**}$ & -51.72$^{***}$\\ + & (3.576) & (2.023) & (3.874)\\ + cohort $=$ 2015 & -36.66$^{***}$ & -27.48$^{***}$ & -40.23$^{***}$\\ + & (5.398) & (5.252) & (8.487)\\ + cohort $=$ 2016 & -39.24$^{***}$ & -21.80$^{***}$ & -89.55$^{***}$\\ + & (6.607) & (5.129) & (14.31)\\ + cohort $=$ 2017 & -195.0$^{***}$ & & -195.2$^{***}$\\ + & (28.43) & & (28.51)\\ + cohort $=$ 2018 & -39.53$^{***}$ & -2.431 & -62.04$^{***}$\\ + & (11.68) & (1.564) & (16.33)\\ + cohort $=$ 2019 & -134.0$^{***}$ & & -134.2$^{***}$\\ + & (20.66) & & (20.66)\\ + cohort $=$ 2020 & -32.75$^{***}$ & -31.23$^{***}$ & -44.29$^{***}$\\ + & (7.551) & (8.479) & (0.6819)\\ + cohort $=$ 2021 & -3.927 & -3.956 & \\ + & (11.75) & (11.77) & \\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Ditch-Year & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + In Fallow Program & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + Well & $\checkmark$ & $\checkmark$ & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 49,439 & 48,594 & 48,282\\ + R$^2$ & 0.74748 & 0.74727 & 0.74580\\ + Within R$^2$ & 0.01114 & 0.00149 & 0.01320\\ + \midrule \midrule + \multicolumn{4}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{4}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \end{tabular} + + \par \raggedright + Each of the 10 largest ditches are included in the Ditch-Year fixed effect.\\ + Subdistricts One through Six included in the Subdistrict-Year fixed effect.\\ + CREP wells are removed from the dataset when estimating neighbor responses. +\end{table} + + diff --git a/LATEX/Chapter_II/Tables/REG_CREP_PERIODS.tex b/LATEX/Chapter_II/Tables/REG_CREP_PERIODS.tex new file mode 100644 index 0000000..aff6e6d --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_CREP_PERIODS.tex @@ -0,0 +1,87 @@ +%\FloatBarrier + +\begingroup +\begin{longtable}{>{\raggedright}p{0.27\textwidth}>{\centering}p{0.2\textwidth}p{0.2\textwidth}} + % Start table header + \caption{Estimated CREP treatment effect, no aggregation}\label{REG_CREP_PERIODS} \\ % Not used-> + \hline + \hline + Dependent Variable: & \multicolumn{2}{c}{AF}\\ + & CREP Wells & Neighbor Wells \\ + Model: & (1) & (2)\\ + \endfirsthead + \hline + \endhead + \hline + +\emph{Variables} & &\\ +Year $=$ -12 & 60.03$^{***}$ & 4.022\\ + & (7.109) & (7.607)\\ +Year $=$ -11 & 43.44$^{***}$ & 21.13$^{***}$\\ + & (6.172) & (4.051)\\ +Year $=$ -10 & 51.01$^{***}$ & 10.61$^{**}$\\ + & (6.242) & (3.994)\\ +Year $=$ -9 & 58.42$^{***}$ & 9.114$^{*}$\\ + & (13.51) & (4.270)\\ +Year $=$ -8 & 50.33$^{***}$ & 8.025$^{*}$\\ + & (13.58) & (4.017)\\ +Year $=$ -7 & 40.78$^{***}$ & 4.332$^{*}$\\ + & (6.726) & (2.137)\\ +Year $=$ -6 & 25.67$^{***}$ & 0.5265\\ + & (5.526) & (1.831)\\ +Year $=$ -5 & 25.83$^{***}$ & 3.507$^{**}$\\ + & (4.107) & (1.385)\\ +Year $=$ -4 & 12.29$^{***}$ & 2.248\\ + & (3.712) & (1.374)\\ +Year $=$ -3 & 9.242$^{**}$ & 2.150$^{*}$\\ + & (3.169) & (1.063)\\ +Year $=$ -2 & 4.613$^{*}$ & 1.347\\ + & (2.290) & (0.7693)\\ +Year $=$ 0 & -10.77$^{***}$ & -2.040$^{**}$\\ + & (2.783) & (0.7153)\\ +Year $=$ 1 & -39.63$^{***}$ & -3.153$^{***}$\\ + & (3.352) & (1.021)\\ +Year $=$ 2 & -55.36$^{***}$ & -4.441$^{***}$\\ + & (3.905) & (1.238)\\ +Year $=$ 3 & -49.05$^{***}$ & -3.191$^{**}$\\ + & (3.798) & (1.155)\\ +Year $=$ 4 & -48.58$^{***}$ & -3.818$^{**}$\\ + & (3.723) & (1.531)\\ +Year $=$ 5 & -39.07$^{***}$ & -1.271\\ + & (3.578) & (1.362)\\ +Year $=$ 6 & -37.89$^{***}$ & -0.7069\\ + & (3.794) & (1.767)\\ +Year $=$ 7 & -24.56$^{***}$ & -2.999\\ + & (4.338) & (1.917)\\ + \hline + \emph{Fixed Effects} & & \\ + Subdistrict-Year & $\checkmark$ & $\checkmark$\\ + Ditch-Year & $\checkmark$ & $\checkmark$\\ + In Fallow Program & $\checkmark$ & $\checkmark$\\ + Well & $\checkmark$ & $\checkmark$\\ + In CREP After Treatment & & $\checkmark$\\ + In CREP-Year & & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 49,439 & 49,439\\ + R$^2$ & 0.74748 & 0.74705\\ + Within R$^2$ & 0.01114 & 0.00174\\ + \midrule \midrule + \multicolumn{3}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{3}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + % Notes... + \hline + \multicolumn{3}{l}{\emph{Note:} a) A well is considered a neighbor to a CREP or} \\ + \multicolumn{3}{l}{\hspace{1.46cm} Fallow Program well if they are within one-half mile.} \\ + + \multicolumn{3}{l}{\hspace{1.0cm} b) Each of the 10 largest ditches are included in the} \\ + \multicolumn{3}{l}{\hspace{1.46cm} Ditch-Year fixed effect.} \\ + + \multicolumn{3}{l}{\hspace{1.0cm} c) Subdistricts One through Six included in the} \\ + \multicolumn{3}{l}{\hspace{1.46cm} Subdistrict-Year fixed effect.} \\ + +\multicolumn{3}{l}{\hspace{1.0cm} d) CREP wells are removed from the dataset when} \\ +\multicolumn{3}{l}{\hspace{1.46cm} estimating neighbor responses.} \\ + \hline % \\[-1.8ex] + \end{longtable} + \endgroup \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/REG_DIFF_RAD.tex b/LATEX/Chapter_II/Tables/REG_DIFF_RAD.tex new file mode 100644 index 0000000..98ad9c2 --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_DIFF_RAD.tex @@ -0,0 +1,83 @@ +\FloatBarrier + +\begin{longtable}{>{\raggedright}p{0.21\textwidth}>{\centering}p{0.16\textwidth}>{\centering}p{0.16\textwidth}>{\centering}p{0.16\textwidth}p{0.16\textwidth}} + \endfirsthead + \hline + \hline +% Country & Capital & Continent\\\hline + \endhead + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{Neighbor response with changes in radius cutoff}\label{REGRAD} \\ + % \tabularnewline + \midrule \midrule + Dependent Variable: & \multicolumn{4}{c}{AF}\\ + & \textbf{One-Quarter Mile} & \textbf{One-Half Mile} & \textbf{One Mile} & \textbf{Two Miles} \\ + Model: & (1) & (2) & (3) & (4)\\ + \midrule + \emph{Variables} & & & & \\ + Year $=$ -12 & -3.662 & 4.022 & 4.158 & \\ + & (4.846) & (7.607) & (4.559) & \\ +Year $=$ -11 & 11.81$^{**}$ & 21.13$^{***}$ & 11.38$^{***}$ & -8.510\\ + & (4.059) & (4.051) & (3.283) & (5.855)\\ +Year $=$ -10 & 3.620 & 10.61$^{**}$ & 2.824 & -19.84\\ + & (5.905) & (3.994) & (4.242) & (12.84)\\ +Year $=$ -9 & -0.3975 & 9.114$^{*}$ & 9.464$^{**}$ & 32.56$^{**}$\\ + & (6.802) & (4.270) & (4.307) & (12.35)\\ +Year $=$ -8 & 6.122 & 8.025$^{*}$ & -5.635 & 18.01\\ + & (5.372) & (4.017) & (4.751) & (15.49)\\ +Year $=$ -7 & -0.6433 & 4.332$^{*}$ & -0.0490 & 28.65$^{***}$\\ + & (2.946) & (2.137) & (2.309) & (4.396)\\ +Year $=$ -6 & -0.6307 & 0.5265 & -1.245 & 19.88$^{*}$\\ + & (2.661) & (1.831) & (2.250) & (9.392)\\ +Year $=$ -5 & -2.513 & 3.507$^{**}$ & 4.726$^{**}$ & 60.97$^{***}$\\ + & (2.327) & (1.385) & (2.163) & (16.01)\\ +Year $=$ -4 & -1.223 & 2.248 & 3.205 & 29.33$^{*}$\\ + & (1.815) & (1.374) & (2.105) & (14.96)\\ +Year $=$ -3 & -2.271 & 2.150$^{*}$ & -0.3262 & -20.77$^{**}$\\ + & (1.491) & (1.063) & (1.832) & (7.205)\\ +Year $=$ -2 & -2.238$^{*}$ & 1.347 & 1.895 & -20.43$^{**}$\\ + & (1.231) & (0.7693) & (1.627) & (6.959)\\ +Year $=$ 0 & 0.3256 & -2.040$^{**}$ & -0.3629 & 6.583$^{*}$\\ + & (1.149) & (0.7153) & (0.9964) & (3.186)\\ +Year $=$ 1 & 0.0610 & -3.153$^{***}$ & -2.008 & 22.02\\ + & (1.285) & (1.021) & (1.603) & (14.07)\\ +Year $=$ 2 & -3.699$^{**}$ & -4.441$^{***}$ & 1.670 & 11.34\\ + & (1.621) & (1.238) & (1.862) & (14.72)\\ +Year $=$ 3 & -1.135 & -3.191$^{**}$ & 3.513 & 20.60$^{***}$\\ + & (1.374) & (1.155) & (2.037) & (6.162)\\ +Year $=$ 4 & 0.2532 & -3.818$^{**}$ & 5.430$^{**}$ & 13.63$^{*}$\\ + & (1.695) & (1.531) & (2.219) & (6.771)\\ +Year $=$ 5 & 1.730 & -1.271 & -0.3170 & 43.53$^{**}$\\ + & (1.922) & (1.362) & (2.078) & (15.40)\\ +Year $=$ 6 & 2.777 & -0.7069 & 1.592 & 3.543\\ + & (2.545) & (1.767) & (2.490) & (6.994)\\ +Year $=$ 7 & 5.904$^{*}$ & -2.999 & -7.270$^{**}$ & -2.339\\ + & (2.982) & (1.917) & (2.762) & (5.597)\\ +\midrule +\emph{Fixed Effects} & & & & \\ +Subdistrict-Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +Ditch-Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +In Fallow Program & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +In CREP After & & & & \\ +Treatment & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +Well & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +In CREP-Year & $\checkmark$ & $\checkmark$ & $\checkmark$ & $\checkmark$\\ +\midrule +\emph{Fit statistics} & & & & \\ +Observations & 49,439 & 49,439 & 49,439 & 49,439\\ +R$^2$ & 0.74701 & 0.74705 & 0.74722 & 0.74768\\ +Within R$^2$ & 0.00158 & 0.00174 & 0.00238 & 0.00420\\ +\midrule \midrule +\multicolumn{5}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ +\multicolumn{5}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + +\multicolumn{5}{l}{\emph{Note:} a) All wells within the given radius are included, so the two-mile cutoff includes} \\ +\multicolumn{5}{l}{\hspace{1.46cm} all quarter-mile wells.} \\ + +\multicolumn{5}{l}{\hspace{1.0cm} b) Each of the 10 largest ditches are included in the Ditch-Year fixed effect.} \\ + +\multicolumn{5}{l}{\hspace{1.0cm} c) Subdistricts Two through Six included in the Subdistrict-Year fixed effect.} \\ + +\end{longtable} + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/REG_PRE_CREP_EVENT.tex b/LATEX/Chapter_II/Tables/REG_PRE_CREP_EVENT.tex new file mode 100644 index 0000000..a94bf9e --- /dev/null +++ b/LATEX/Chapter_II/Tables/REG_PRE_CREP_EVENT.tex @@ -0,0 +1,110 @@ +\FloatBarrier + +\begingroup +\begin{longtable}{lc} % |c|c| + \captionsetup{justification=raggedright,singlelinecheck=false} + \caption{Pumping fee response of Subdistrict One and CREP wells}\label{2011CREPVSBD1}\\ + \hline + \hline + Dependent Variable: & AF\\ + Model: & (1)\\ + \endfirsthead + + % At top of each page + % \multicolumn{2}{c}% + % {{\bfseries Table \thetable{} continued from previous page}} \\ + % \hline + + % End of table block + % Col 1 & Col 2 \\ + % \hline + +% MUST BE HERE- tells macro to update name for subsequent pages + \endhead + + % At end of page when a new one will start + % \hline \multicolumn{2}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % At end of etire table + % \hline + % \multicolumn{2}{l}{ + % {End of table}} \\ \hline % |r| + % \endlastfoot + + % \tabularnewline % \midrule \midrule + \midrule + \emph{Variables}\\ + In CREP:2011 & -12.21$^{***}$\\ + & (0.9757)\\ + In CREP:2012 & -33.64$^{***}$\\ + & (5.930)\\ + In CREP:2013 & -36.40$^{***}$\\ + & (6.479)\\ + In CREP:2014 & -35.62$^{***}$\\ + & (6.741)\\ + In CREP:2015 & -37.95$^{***}$\\ + & (6.835)\\ + In CREP:2016 & -43.42$^{***}$\\ + & (12.51)\\ + In CREP:2017 & -47.27$^{***}$\\ + & (10.68)\\ + In CREP:2018 & -52.00$^{***}$\\ + & (6.399)\\ + In CREP:2019 & -48.52$^{***}$\\ + & (8.736)\\ + In CREP:2020 & -62.83$^{***}$\\ + & (9.969)\\ + Sbd.1:2011 & -6.200\\ + & (6.310)\\ + Sbd.1:2012 & -43.37$^{***}$\\ + & (8.328)\\ + Sbd.1:2013 & -49.72$^{***}$\\ + & (8.453)\\ + Sbd.1:2014 & -40.68$^{***}$\\ + & (8.560)\\ + Sbd.1:2015 & -48.17$^{***}$\\ + & (5.237)\\ + Sbd.1:2016 & -27.44$^{***}$\\ + & (5.802)\\ + Sbd.1:2017 & -19.45$^{*}$\\ + & (9.732)\\ + Sbd.1:2018 & -48.73$^{***}$\\ + & (10.51)\\ + Sbd.1:2019 & -25.74$^{***}$\\ + & (6.772)\\ + Sbd.1:2020 & -30.75$^{**}$\\ + & (10.98)\\ + Sbd.1:2021 & -18.87\\ + & (11.57)\\ + \midrule + \emph{Fixed Effects}\\ + Subdistrict-Year & $\checkmark$\\ + Ditch-Year & $\checkmark$\\ + Year & $\checkmark$\\ + Well & $\checkmark$\\ + \midrule + \emph{Fit statistics}\\ + Observations & 48,563\\ + R$^2$ & 0.74589\\ + Within R$^2$ & 0.00486\\ + + % Footnotes + \midrule \midrule + \multicolumn{2}{l}{\emph{Clustered (Well \& Year) standard errors in parentheses}}\\ + \multicolumn{2}{l}{\emph{Signif. Codes: ***: 0.01, **: 0.05, *: 0.1}}\\ + \tabularnewline + + \multicolumn{2}{l}{\emph{Note:} a) Any data entry where a CREP well was in the CREP program was dropped.} \\ + \multicolumn{2}{l}{\hspace{1.46cm} A CREP well that entered in 2015 has data from 2009-2014.} \\ + + \multicolumn{2}{l}{\hspace{1.0cm} b) Each of the 10 largest ditches are included in the Ditch-Year fixed effect.} \\ + + \multicolumn{2}{l}{\hspace{1.0cm} c) Subdistricts One through Six included in the Subdistrict-Year fixed effect.} \\ + + \multicolumn{2}{l}{\hspace{1.0cm} d) CREP wells are removed once in the CREP program.} \\ + +\end{longtable} +\endgroup + +\FloatBarrier \ No newline at end of file diff --git a/LATEX/Chapter_II/Tables/Summary_Stats_Wells.tex b/LATEX/Chapter_II/Tables/Summary_Stats_Wells.tex new file mode 100644 index 0000000..267ab38 --- /dev/null +++ b/LATEX/Chapter_II/Tables/Summary_Stats_Wells.tex @@ -0,0 +1,78 @@ +\begingroup +% \vspace*{-\baselineskip} +\begin{longtable}{lccc} + \caption{Summary statistics: well attributes}\label{SUMSTAT}\\ + + \hline\hline +% Column 1 & Column 2 & Column 3 & Column 4 \\ \hline +& Mean & S.d & Obs. \\ + \hline + \endfirsthead + + % \multicolumn{4}{c}% + % {{\bfseries Table \thetable\ continued from previous page}} \\ + % \hline + % Column 1 & Column 2 & Column 3 & Column 4 \\ \hline + \endhead + + % \hline \multicolumn{4}{|r|}{{Continued on next page}} \\ \hline + % \endfoot + + % \hline \hline + % \endlastfoot + + % \hline + % \multicolumn{4}{l} + % { + % {\emph{Notes:} When multiple permits exist for a single well the max value of the field is used, except for \emph{First Completed Date}, and \emph{Static Water Level} where the minimum value is used. The \emph{Producing Zone} was calculated by subtracting the maximum listed bottom perforation from the minimum upper perforation value.} + % } \\ \hline + % \endlastfoot + + & \multicolumn{3}{c}{CREP} \\ \cmidrule{2-4} + Number of Wells & & & 154\\ + Static Water Level (ft.) & 31.5& 2.1 & 2\\ + Pumping Rate (AF/Year) & 663 & 418 & 74\\ + Total Depth (ft.) & 130& 183& 152\\ + Bottom Perforation (ft.) & 124& 182& 152\\ + Producing Zone (ft.) & 87& 106& 152\\ + Elevation (ft.) & 7570& 99 & 2\\ + First Completed Date (M-Y) & 04-1977 & &78 \\ + Last Completed Date (M-Y) &03-1980 & & 78\\ + \hline + & \multicolumn{3}{c}{Subdistrict One} \\ \cmidrule{2-4} + Number of Wells & & & 2490 \\ + Static Water Level (ft.) & 27.1 & 14.4 & 58\\ + Pumping Rate (AF/Year) & 812& 386 & 985\\ + Total Depth (ft.) & 118& 160 & 2462\\ + Bottom Perforation (ft.) & 116 & 164& 2464\\ + Producing Zone (ft.) & 79 & 80 & 2457\\ + Elevation (ft.) & 6915 & 2218 & 95\\ + First Completed Date (M-Y) & 11-1974 & & 1019\\ + Last Completed Date (M-Y) & 11-1977 & & 1019\\ + \hline + & \multicolumn{3}{c}{Other Wells} \\ \cmidrule{2-4} + Number of Wells & & &1159\\ + Static Water Level (ft.) & 50.8 & 48.8 & 25 \\ + Pumping Rate (AF/Year)& 1067& 666 & 305\\ + Total Depth (ft.) & 417& 414&1090\\ + Bottom Perforation (ft.) & 412& 414 &1114 \\ + Producing Zone (ft.) & 247& 259& 1107 \\ + Elevation (ft.) & 6995& 2142& 36\\ + First Completed Date (M-Y) & 03-1968 & &318 \\ + Last Completed Date (M-Y) & 07-1971 & &318\\ + \hline + \hline +\end{longtable} + +\vspace*{-1.5\baselineskip} +\begin{tablenotes} + \begin{singlespace} + \item{\emph{Notes:} When multiple permits exist for a single well the max value of the field is used, except for \emph{First Completed Date}, and \emph{Static Water Level} where the minimum value is used. The \emph{Producing Zone} was calculated by subtracting the maximum listed bottom perforation from the minimum upper perforation value.} + \end{singlespace} +\end{tablenotes} +\vspace*{\baselineskip} +\endgroup + + +% latex table generated in R 4 3 0 by xtable 1 8-4 package +% Sun Jul 2 14:30:35 2023 \ No newline at end of file diff --git a/LATEX/Chapter_III/figures/GOR_hist.pdf b/LATEX/Chapter_III/figures/GOR_hist.pdf new file mode 100644 index 0000000..b6b2afd Binary files /dev/null and b/LATEX/Chapter_III/figures/GOR_hist.pdf differ diff --git a/LATEX/Chapter_III/figures/IRF_BTU.pdf b/LATEX/Chapter_III/figures/IRF_BTU.pdf new file mode 100644 index 0000000..93683b2 Binary files /dev/null and b/LATEX/Chapter_III/figures/IRF_BTU.pdf differ diff --git a/LATEX/Chapter_III/figures/IRF_HH.pdf b/LATEX/Chapter_III/figures/IRF_HH.pdf new file mode 100644 index 0000000..826d73b Binary files /dev/null and b/LATEX/Chapter_III/figures/IRF_HH.pdf differ diff --git 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Engelen, 2010 +%% Accompanies image file 'cusum_svg-tex.pdf' (pdf, eps, ps) +%% +%% To include the image in your LaTeX document, write +%% \input{.pdf_tex} +%% instead of +%% \includegraphics{.pdf} +%% To scale the image, write +%% \def\svgwidth{} +%% \input{.pdf_tex} +%% instead of +%% \includegraphics[width=]{.pdf} +%% +%% Images with a different path to the parent latex file can +%% be accessed with the `import' package (which may need to be +%% installed) using +%% \usepackage{import} +%% in the preamble, and then including the image with +%% \import{}{.pdf_tex} +%% Alternatively, one can specify +%% \graphicspath{{/}} +%% +%% For more information, please see info/svg-inkscape on CTAN: +%% http://tug.ctan.org/tex-archive/info/svg-inkscape +%% +\begingroup% + \makeatletter% + \providecommand\color[2][]{% + \errmessage{(Inkscape) Color is used for the text in Inkscape, but the package 'color.sty' is not loaded}% + \renewcommand\color[2][]{}% + }% + \providecommand\transparent[1]{% + 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b/LATEX/Chapter_III/tables/Fixed_Effect_Results.tex @@ -0,0 +1,85 @@ +% chktex-file 44 + + +\begin{longtable}{p{7.5cm} p{7.5cm}} + % \centering + % Begin header + % \endfirsthead + %\hline + %Header 1 & Header 2 & Header 3 % <-- DON’T add any ’end line’ commands + %\endhead + \caption{Fixed effect subsidy model} \label{FIXEDREG} \\ + %\hline + %\hline + \hline\hline + & \underline{Dependent Variable: } \tabularnewline + State & Subsidy equivalent (MCF/BBL) \tabularnewline \hline + \endfirsthead + \endhead + TX & 0.013 \tabularnewline + & (0.103) \tabularnewline + OH & 0.659\textsuperscript{***} \tabularnewline + & (0.070) \tabularnewline + CA & 0.047 \tabularnewline + & (0.069) \tabularnewline + CO & 0.021 \tabularnewline + & (0.103) \tabularnewline + FO GULF & 0.230\textsuperscript{**} \tabularnewline + & (0.103) \tabularnewline + ND & 0.056 \tabularnewline + & (0.103) \tabularnewline + NY & 0.025 \tabularnewline + & (0.070) \tabularnewline + MT & -0.068 \tabularnewline + & (0.103) \tabularnewline + AR & -0.008 \tabularnewline + & (0.103) \tabularnewline + KY & -0.059 \tabularnewline + & (0.070) \tabularnewline + LA & -0.211\textsuperscript{**} \tabularnewline + & (0.103) \tabularnewline + NM & 0.017 \tabularnewline + & (0.103) \tabularnewline + OK & -0.003 \tabularnewline + & (0.103) \tabularnewline + NE & -0.193\textsuperscript{*} \tabularnewline + & (0.103) \tabularnewline + MS & -0.204\textsuperscript{**} \tabularnewline + & (0.103) \tabularnewline + FL & 0.039 \tabularnewline + & (0.080) \tabularnewline + AL & -0.165 \tabularnewline + & (0.103) \tabularnewline + TN & 0.072 \tabularnewline + & (0.069) \tabularnewline + SD & -0.054 \tabularnewline + & (0.104) \tabularnewline + UT & 0.026 \tabularnewline + & (0.104) \tabularnewline + AK & 0.060 \tabularnewline + & (0.106) \tabularnewline + VA & -0.096 \tabularnewline + & (0.070) \tabularnewline + PA & 0.022 \tabularnewline + & (0.070) \tabularnewline + WV & 0.063 \tabularnewline + & (0.070) \tabularnewline + WY & -0.073 \tabularnewline + & (0.103) \tabularnewline +\hline +\hline % \tabularnewline[-1.8ex] +Observations & 736,509 \tabularnewline +R$^{2}$ & 0.502 \tabularnewline +Adjusted R$^{2}$ & 0.502 \tabularnewline +Residual Std. Error & 0.180 (df = 736392) \tabularnewline +F Statistic & 6,410.285$^{***}$ (df = 116; 736392) \tabularnewline +\hline \tabularnewline[-1.8ex] +\multicolumn{2}{l}{\emph{Note:} See appendix \nolinebreak\cref{APEND_SUB} for all results.} \vspace{2mm}\\ +\hspace{0.0cm} $^{***}$ Significant at the one percent level.\\ +\hspace{0.0cm} $^{**\nobreakspace}$ Significant at the five percent level.\\ +\hspace{0.0cm} $^{*\nobreakspace\nobreakspace}$ Significant at the 10 percent level.\\ +\hline \hline +\end{longtable} +%Baselines are \textbf{\emph{year}} (1992), \textbf{\emph{state}} (Florida Pacific), \textbf{\emph{basin}} (Florida Other). The selected reference basin and state had the median subsidy rate. See appendix \nolinebreak\cref{APEND_SUB} for results with basin fixed effects and covariates. + +%\newpage diff --git a/LATEX/Chapter_III/tables/Summary-Stats.tex b/LATEX/Chapter_III/tables/Summary-Stats.tex new file mode 100644 index 0000000..2153c4a --- /dev/null +++ b/LATEX/Chapter_III/tables/Summary-Stats.tex @@ -0,0 +1,70 @@ +% chktex-file 44 + +% latex table generated in R 4.2.2 by xtable 1.8-4 package +% Thu Feb 16 21:24:25 2023 + +\begin{landscape} + + \begin{longtable}{p{0.65cm} p{1.75cm} p{6.0cm} p{1.65cm} p{2.1cm} *{4}{p{1.7cm}}} + % \centering + % Begin header + %\endfirsthead + %\hline + %Header 1 & Header 2 & Header 3 % <-- DON’T add any ’end line’ commands + %\endhead + \caption{Summary statistics of regional variation}\label{SUMSTAT_SUB}\\ % Not used-> + \endfirsthead + \hline + \hline + \hline\hline + \endhead + & & & & Average & & Have & & \\ + & & & & Subsidy & SD. & Hookup & Horizontal & Average \\ + & State & Basin & Wells & (MCF/BBL) & Subsidy & (\%) & (\%) & TVD (ft) \\ + \hline + + 1 & OH & APPALACHIAN & 3118 & 1.03 & 0.09 & 0.00 & 0.88 & 8745.34 \\ + 2 & AK & NORTH SLOPE BASIN & 211 & 0.48 & 0.31 & 0.08 & 0.99 & 6766.81 \\ + 3 & WY & POWDER RIVER & 1124 & 0.38 & 0.14 & 0.03 & 0.89 & 9563.07 \\ + 4 & CO & DENVER-JULESBURG & 5250 & 0.37 & 0.08 & 0.16 & 0.97 & 6938.33 \\ + 5 & ND & WILLISTON & 5175 & 0.33 & 0.07 & 0.02 & 1.00 & 10657.44 \\ + 6 & KY & APPALACHIAN & 251 & 0.21 & 0.27 & 0.25 & 0.32 & 2033.74 \\ + 7 & NY & APPALACHIAN & 395 & 0.17 & 0.13 & 0.06 & 0.00 & 1683.48 \\ + 8 & UT & UINTA & 789 & 0.17 & 0.09 & 0.24 & 0.78 & 8828.16 \\ + 9 & WY & DENVER-JULESBURG & 266 & 0.17 & 0.05 & 0.00 & 1.00 & 8356.86 \\ + 10 & UT & PARADOX & 102 & 0.15 & 0.27 & 0.45 & 0.54 & 6388.05 \\ + 11 & WV & APPALACHIAN & 1774 & 0.13 & 0.26 & 0.81 & 0.89 & 6607.26 \\ + 12 & CA & SAN JOAQUIN & 1841 & 0.11 & 0.14 & 0.10 & 0.77 & 2904.84 \\ + 13 & CA & CA COAST & 156 & 0.11 & 0.23 & 0.29 & 0.74 & 5158.25 \\ + 14 & TX & GULF COAST CENTRAL & 1394 & 0.04 & 0.10 & 0.71 & 0.62 & 7727.98 \\ + 15 & TX & NORTHWEST SHELF & 109 & 0.04 & 0.06 & 0.54 & 0.59 & 5484.29 \\ + 16 & LA & GULF COAST EAST & 313 & 0.03 & 0.09 & 0.74 & 0.77 & 10089.36 \\ + 17 & TX & EASTERN SHELF & 653 & 0.03 & 0.07 & 0.59 & 0.31 & 6011.97 \\ + 18 & TX & FORT WORTH & 1526 & 0.03 & 0.06 & 0.45 & 0.17 & 4021.90 \\ + 19 & TX & CENTRAL BASIN PLATFORM & 2044 & 0.03 & 0.05 & 0.90 & 0.42 & 6628.77 \\ + 20 & TX & DELAWARE & 7077 & 0.02 & 0.05 & 0.92 & 0.99 & 10599.47 \\ + 21 & TX & MIDLAND & 12602 & 0.02 & 0.02 & 0.91 & 0.94 & 8602.61 \\ + 22 & FO GULF & LOUISIANA COASTAL & 136 & 0.02 & 0.04 & 0.89 & 0.82 & 16837.60 \\ + 23 & NM & NORTHWEST SHELF & 101 & 0.02 & 0.05 & 0.77 & 0.89 & 4657.61 \\ + 24 & TX & GULF COAST WEST & 9219 & 0.01 & 0.02 & 0.90 & 0.94 & 9925.36 \\ + 25 & TX & HOLLIS-HARDEMAN & 127 & 0.01 & 0.06 & 0.15 & 0.07 & 4539.71 \\ + 26 & WY & GREEN RIVER - OVERTHRUST & 998 & 0.01 & 0.04 & 0.97 & 0.92 & 12479.91 \\ + 27 & TX & ANADARKO & 611 & 0.01 & 0.03 & 0.96 & 0.53 & 6267.24 \\ + 28 & KY & OTHER - KENTUCKY & 306 & 0.00 & 0.01 & 0.12 & 0.00 & 1410.46 \\ + 29 & NM & DELAWARE & 5605 & 0.00 & 0.00 & 0.99 & 0.97 & 10256.57 \\ + 30 & OK & ANADARKO & 5232 & 0.00 & 0.01 & 0.96 & 0.94 & 9844.02 \\ + 31 & CO & PICEANCE & 1300 & 0.00 & 0.01 & 0.99 & 0.81 & 9081.52 \\ + 32 & OK & CHEROKEE PLATFORM & 442 & 0.00 & 0.00 & 0.38 & 0.18 & 3708.32 \\ + 33 & TX & EAST TEXAS & 1024 & 0.00 & 0.00 & 0.90 & 0.88 & 10961.64 \\ + 34 & PA & APPALACHIAN & 4068 & 0.00 & 0.00 & 0.93 & 0.89 & 7024.36 \\ + 35 & LA & ARKLA & 2060 & 0.00 & 0.00 & 0.88 & 0.78 & 10221.55 \\ + 36 & NM & SAN JUAN & 249 & 0.00 & 0.00 & 0.99 & 0.75 & 4875.16 \\ + 37 & OK & ARKOMA & 494 & 0.00 & 0.00 & 0.96 & 0.91 & 6042.35 \\ + 38 & VA & APPALACHIAN & 601 & 0.00 & 0.00 & 1.00 & 0.00 & 2092.96 \\ + 39 & MS & GULF COAST EAST & 104 & & & 0.24 & 0.22 & 10572.33 \\ + \hline + \hline + \hline % \\[-1.8ex] + \end{longtable} + +\end{landscape} diff --git a/LATEX/Defense.tex b/LATEX/Defense.tex index a83d556..3aa37be 100644 --- a/LATEX/Defense.tex +++ b/LATEX/Defense.tex @@ -1,6 +1,28 @@ \documentclass{beamer} \usepackage[style=apa,natbib=true]{biblatex} \usepackage{cleveref} +\usepackage{graphicx} +\usepackage{multirow} +\usepackage{pdflscape,array} +\usepackage{array} % For inserting large multi-page tables +\usepackage{longtable} +\usepackage{calc} +\usepackage{multirow} +\usepackage{dcolumn} +\usepackage{threeparttable} % to insert the notes +\usepackage{svg} +\usepackage{float} +% \usepackage{caption} +\usepackage[tableposition=top]{caption} +% \usepackage{subcaption} +\usepackage{ragged2e} +\usepackage{placeins} +\usepackage{tabularx,booktabs} +\usepackage {setspace} +\usepackage{amssymb} +\usepackage{quoting} + + \newcommand\blfootnote[1]{% \begingroup \renewcommand\thefootnote{}\footnote{#1}% @@ -22,21 +44,45 @@ \frame{\titlepage} %%%%%%%%%%%%%%%%%%%%%% \begin{frame} - \frametitle{Goals} - Provide a economic perspective of energy markets (global and local). Apply this knowledge to direct nuclear innovation towards research with high economic impact. + \onslide<2>{\begin{enumerate} - \item{Global energy markets} - \item{National markets for nuclear power} + \item{Pumping fee reduced extraction by 33\% \citep{smith2017}} \item{Economically distinct aspects of nuclear markets} \item{Unique economic cost considerations} \end{enumerate}} \end{frame} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame} + \input{Chapter_I/tables/All_Models.tex} +\end{frame} +%%%%%%%%%%%%%%%%%%%%% +\begin{frame} +\begin{figure}% + \centering + \includegraphics[width=\textwidth]{Chapter_I/images/Iplot_Raw.png} + \caption{Event study of Subdistrict One formation}\label{REG:EVENTW}% +\end{figure}% +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame} +\begin{figure}% + \centering + \includegraphics[width=\textwidth]{Chapter_I/images/Iplot_Weighted.png} + \caption{Event study of Subdistrict One formation with parcel weighting}\label{REG:EVENTW}% +\end{figure}% +\end{frame} + + \begin{frame} \huge Conclusion \end{frame} -%%%%%%%%%%% \section{Reference} +\frame[allowframebreaks,shrink=50]{ + \tiny +\printbibliography +} + +%%%%%%%%%%% \end{document} diff --git a/LATEX/clean.sh b/LATEX/clean.sh index ff4fd6f..f596e6a 100755 --- a/LATEX/clean.sh +++ b/LATEX/clean.sh @@ -1,4 +1,6 @@ #!/bin/bash +rm -f Defense.bbl +rm -f Defense.blg rm -f Defense.aux rm -f Defense.nav rm -f Defense.run.xml