Syllabus
Course Overview
Linux Shell Skills
Introduction to R
(R)Markdown
Git
Problem Set 1, [Solution]
Style Guide
Introduction to the tidyverse
Stata
Problem Set 2, [Solution]
Vectorization and Monte Carlo Studies
Object Oriented Programming in R
Problem Set 3, [Solution]
SAS
Midterm Group Project
Peer Review for Group Project, Guidelines
Introduction to SQL
Problem Set 4, [Solution]
Strings and Regular Expressions
R’s data.table package
Resampling Methods
Problem Set 5, [Solution]
Final Project, Peer Review / Rubric