This is Mr. Ng's latest summer project. After, Mr. Ng's last summer project, automating his entire apartment with Home Assistant, annoyed his wife alot ("why can't I just turn on a light like a normal person?"), this project will hopefully be less disruptive.
It is silly and maybe a little too ambitious, but hopefully this will serve as a "digital textbook" for the RS1 course next year. Hopefully, I didn't bite off more than I can chew.
1. Getting Started
~~ A. Installing R and R Studio~~
~~ B. Basic R Commands~~
~~ i. Performing Basic Calculations~~
~~ ii. Storing data and variables by name~~
~~ iii. Storing a vector~~
~~ iv. Concatenating Vectors~~
~~ C. Creating Your Own Dataframe~~
~~ D. Loading Data from Excel or CSV~~
2. Summarizing Data
~~ A. Data Visualization using Base R~~
3. Sampling and Probability
~~ A. Creating Simulations~~
4. Linear Regression
5. Sampling Distributions
6. Confidence Intervals
7. Significance Testing
~~ A. One Sample Z and T Testing~~
~~ B. Two Sample Z and T Testing~~
~~ C. One-Way ANOVA~~
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Beyond
A. Long Form vs. Wide Form Data
B. Data Wrangling and Cleaning (honestly should be its own page)
C. Intro to ggplot
D. gganimate
~~ E. Downloading Census Bureau Data~~