File hosting site for StatR 502.
To sync files, students should just need to pull from this repository.
You will need to have Git installed. In RStudio, if you go to Tools > Global Options > Git/SVN. There is a line for Git Executable, it will either have a file path to your Git executable file and you're good to go, or you need to install git and then add the file path (RStudio might automatically find it it you quit and re-open RStudio).
Once RStudio knows where your Git installation is, open File > New Project > Version Control > Git. Enter https://github.com/gregorp/statr.git as the Repository URL, you can use the default directory name of statr or customize it.
In RStudio, when this project is open, you should have a Git tab, just like your Plots, Help, Packages, etc. tabs. To update your files, simply go to the Git tab and click Pull.
Do not edit the files that are pulled (but you can copy and rename them and edit the copies). Whenever you Pull, Git will download any new files I have added to the repository and update existing files with any changes I have made.
| Lecture Topics | Lab Topics | |
|---|---|---|
| Week 0 | - | Reproducible Reporting with knitr |
| Week 1 | Likelihood, linear regression | Charts with ggplot2 |
| Week 2 | Transformations and diagnostics | Data manipulation with tidyr and dplyr |
| Week 3 | Logistic regression | Visualizing logistic regression (and a little regex) |
| Week 4 | Other GLMs, outliers | Robust regression |
| Week 5 | Simulation, Box-Cox, packages | Packages and documentation |
| Week 6 | Smoothers: loess, splines, GAM | Building packages |
| Week 7 | Best practices in workflow and vis | Using packages in your package |
| Week 8 | Multilevel models | Bootstrapping confidence intervals |
| Week 9 | Collinearity, more mixed modeling | Ecological fallacy, mixed model predictions |
| Week 10 | Review; mentions of other useful models | - |