Schedule
This schedule is tentative and is subject to changed based upon the interests of the class
| Date | Topic | Resources |
|---|---|---|
| August 29 | Introduction to R and RStudio | Intro Course Slides, Intro R Slides |
| September 5 | Data wrangling | Slides, R Script, Data File, R Script with Answers |
| September 12 | Data visualization | Slides, R Script, Class R Script, Gapminder Data Files: Countries, Life Expectancy, Population, Income |
| September 19 | Programming with R | Slides, merge_all.R, bootstrap.R |
| September 26 | Documenting with R | Slides |
| October 3 | Working Session | |
| October 10 | Intro to Predictive Modeling and CART Methods | Slides |
| October 17 | Handling Missing Data in R | Slides |
| October 24 | Intro to Propensity Score Analysis | Slides |
| October 31 | TBD | |
| November 7 | No class meeting | |
| November 14 | Working Session | Sample Presentation, Source |
| November 21 | No class meeting | |
| November 28 | No class - Happy Thanksgiving! 🦃 | |
| December 5 | Presentations | |
| December 12 | Presentations / Course wrap-up |
Possible topics:
- Interactive websites with
shiny - The ananytomy of an R package
- Classification and regression tree (CART) methods
- Propensity score analysis
- Text Analysis
- Factor analysis
- Simulations
Cluster analysis
Social network analysis