Handouts
- Common Statistics Notation [ pdf ]
- Regression Review Assessment [ pdf ]
- Anscomb’s Quartet [ pdf ]
- Omitted Variable Bias Calculation
- Seven Sins of Regression [ pdf ]
- Marginal Effects in Quadratic Model [ pdf ]
- Dummy Variables with Interactions [ pdf ]
- A Taxonomy of Control Variables [ pdf ]
Regression Tutorial for R
- UC Business Analytics[ link ]
- By Manny Gimond [ link ]
- Listen Data [ link ]
- Machine Learning Plus [ link ]
- Learning regression in R using Moneyball models [ link ]
- regression animations [ link ]
- much nicer but more complex animations [ link ]
Creating Nice Tables in RMD
Useful R Packages
- plm: panel linear models
- coefplot: create coefficient plots
- dplyr: data wrangling
- stargazer: nice regression tables
- pander: formatting tables
- xtable: formatting tables
Reference Books