Supplements
Getting Started with R and RStudio
Downloading R Downloading RStudio
LabIntroR.R (Getting Started with R programming)
LabDataInspection.R (Summary statistics, sub-samples)
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
LabSpecification.html LabSpecification.R
Steps in Applied Research (How to do empirical research project)
Binary Choice Models
LabBinaryChoice.html LabBinaryChoice.R