Syllabus
Course Overview
Linux Shell Skills
Version control using Git
R Basics
Problem Set 1, Solutions pdf
Style Guide
Vectorization and Monte Carlo Estimation
Data transformation with dplyr
Object Oriented Programming in R
Case Study: Methods for the GLM class
Problem Set 2, Solutions
Strings and Regular Expressions
Resampling Techniques
Midterm, Solutions to Part 1, Extra Credit, EC Solutions
Peer Review Guidelines
Problem Set 3, Solutions
Stata
Problem Set 4, Solutions
R’s data.table package
Group Project, Peer Review Guidelines
Parallel Computing in R
An Introduction to SQL
Futures in R
Problem Set 5, Solution 1, Solution 2
Memory in R
Problem Set 6, Solution
Introduction to SAS
Exam Review
Final Exam, Solutions, Scripts: Q1b, Q2-SAS Q4-Stata Q4-R