This GitHub repository is for all in-class activities done by Stanley Nam for STAT 545A. Through STAT 545A, students are expected to learn how to explore, analyze, and visualize data using R. You may want to check the syllabus for more information.
You will find class activities by each week. This repository is organized so that each weeks participatory submissions can easily be found in each folder under the name of week(s)_x (x being a number).
I have also provided links by topic as shown below. They will guide you to see the .r or .rmd files directly.
| Topic | Link |
|---|---|
| Navigating Github and basic markdown language | link |
| Basic R operators | link |
| Tibble Exploration and basic RMarkdown | link1 link2 |
| Exploring Geometric Objects | link |
| dplyr Exercise | link |
| Practice with dplyr | link |
| Exercises: Fix the Plots | link |
| tidy data | link |
| Tibble Joins | link |
| readxl and here::here() | link |
| Factors | link |
| Visualizations workshop | link |
| The Model-Fitting Paradigm in R and the broom package | link |