Hu_Outline of R Workshop.tex

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\author{Yue Hu}

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\begin{document}
	\title{Outline of R Workshop}
	\date{\today}
	\maketitle
	
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\section{Purpose}
\begin{itemize}
	\item Displaying the features, advantage, and disadvantages of R (comparing to STATA). 
	\item Introducing the basic knowledge of statistical analysis and programming in R.
	\item Showing the means and resources to self learn R.
\end{itemize}

\section{Schedule (Brief)}
\begin{itemize}
	\item[Day 1] (1 hour) Overview of R:
		\begin{enumerate}
			\item What is R?
			\item Why do we learn R (as a beginner of programming/ as a STATA user)?
			\item What R can do but STATA can't?
			\item Install R and Rstudio
			\item How to incorporate R with Github.
		\end{enumerate}
	\item[Day 2] (1.5 hours) Basic R
		\begin{enumerate}
			\item How to create vectors, lists, matices, and datasets?
			\item Use R as an advanced calculator.
			\item How to input, output data and set working directions?
			\item Introduction of common R packages. 
		\end{enumerate}
	\item[Day 3] (1.5 hours) Data Manipulation
		\begin{enumerate}
			\item How to use filter rows?
			\item How to select columns (variables)?
			\item How to create new variables based on the existing ones and how to arrange them?
			\item How to bind data (long to wide, wide to long, merge, append)?
			\item An introduction of piping programing
		\end{enumerate}
	\item[Day 4] (1.5 hours) Data Analysis and Programming
		\begin{enumerate}
			\item How to do descriptive statistics in R? 
			\item How to do t-test and ANOVA in R?
			\item How to do OLS in R?
			\item Introduction of basic MLE models in R.
			\item Multiple Imputation and Factor Analysis (optional)
		\end{enumerate}
	\item[Day 5] (1.5 hours) Visualization and Output
		\begin{enumerate}
			\item Introduction of ggplot2.
			\item How to do descriptive graphs (histgram, density, frequency)?
			\item How to graph the regression results?
			\item How to present interaction?
			\item A very brief introduction of Latex.
			\item How to incorporate R output (tables and figures) with Latex. 
		\end{enumerate}
\end{itemize}

\section{Examples}
Table
% Table created by stargazer v.5.2 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu
% Date and time: 周三, 7月 29, 2015 - 10:18:34
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\begin{table}[!htbp] \centering 
	\caption{} 
	\label{} 
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		\\[-1.8ex]\hline 
		\hline \\[-1.8ex] 
		& \multicolumn{1}{c}{\textit{Dependent variable:}} \\ 
		\cline{2-2} 
		\\[-1.8ex] & \multicolumn{1}{c}{mpg} \\ 
		\hline \\[-1.8ex] 
		cyl & -0.942^{*} \\ 
		& (0.551) \\ 
		& \\ 
		hp & -0.018 \\ 
		& (0.012) \\ 
		& \\ 
		wt & -3.167^{***} \\ 
		& (0.741) \\ 
		& \\ 
		Constant & 38.752^{***} \\ 
		& (1.787) \\ 
		& \\ 
		\hline \\[-1.8ex] 
		Observations & \multicolumn{1}{c}{32} \\ 
		R$^{2}$ & \multicolumn{1}{c}{0.843} \\ 
		Adjusted R$^{2}$ & \multicolumn{1}{c}{0.826} \\ 
		Residual Std. Error & \multicolumn{1}{c}{2.512 (df = 28)} \\ 
		F Statistic & \multicolumn{1}{c}{50.171$^{***}$ (df = 3; 28)} \\ 
		\hline 
		\hline \\[-1.8ex] 
		\textit{Note:}  & \multicolumn{1}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ 
	\end{tabular} 
\end{table} 

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