IS381 Statistics and Probability with R

This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses.

Week	Start	End	Meetup	Topic	Prepare	Lab	Slides	Video	Resources
1				Introduction to R and RStudio
2				R coding basics
3				Data (importing and structure)
4				Data visualization with ggplot2
5				Reshaping Data
6				Probability
7				Distributions
8				Foundation for inference
9				Central limit theorem
10				Inference for proportions
11				Inference for two-way tables
12				Inference for numerical data
13				Analysis of variance
14				Correlation
15				Wrap up / Final Presentations