Getting Started with R and RStudio

Downloading R Downloading RStudio


LabIntroR.R   (Getting Started with R programming)

LabDataInspection.R   (Summary statistics, sub-samples)

R Colors

Graphs in base R.html


Data Camp Intro to R

Quick R

Visualizing Concepts in Probability Theory

Binomial.R   (Illustrating pdf of Binomial distribution)

Sampling.R Sampling and Estimation.html   (Visualization of unbiased and consistent estimator)

CLT.R (Visualization of Central Limit Theorem)

Simple Regression Model

OLS game.xlsm   (Understanding OLS)

LabOLS1.html  LabOLS1.R  (Introduction to OLS)

R-squared.html   (Goodness of fit in OLS)

LabOLS2.R   (Applications of simple regression model)

OLS_properties.html   OLS_properties.R  (Visualizing unbiasedness and consistency of OLS)

Lab_T_Test.html    Lab_T_Test.R  (Visualizing t-distribution and t-test of hypotheses)

R Markdown

Learn how to create fully edited documents with RStudio.

IntroRMarkdown.Rmd    IntroRMarkdown.html  (.RMD script generates the .html document)


Multiple Regression Analysis and Hypothesis Testing

OLS_multivariate.html    Hypotheses.html    LabOLS3.R

Stargazer_Intro.html    Stargazer_Intro.R

NonLinear.html    LabOLS4.R    CAschool.R

LabMulti.html    LabMulti.R

LabDummy.html    LabDummy.R

LabSpecification.html    LabSpecification.R

Steps in Applied Research (How to do empirical research project)

LabHetero.html    LabHetero.R

Binary Choice Models

LabBinaryChoice.html    LabBinaryChoice.R

Time Series Analysis

LabTimeSeries.html    LabTimeSeries.R