STA 101L: Data Analysis and Statistical Inference

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, with all changes documented here.

Week	Date	Topic	Reading	Slides	Lab	HW	Project
0.5	Wed, May 11	Welcome to STA 101!	(1.2; 2.2-3)	🖥️ 🖥️
	Thu, May 12	Visualization I	5.1-5.6	🖥️
	Fri, May 13	Lab 1 - Introduction to R and RStudio			💻
	Sun, May 15	Due: homework 1				✍️
1	Mon, May 16	Visualization II	4.1-4.5	🖥️
	Tue, May 17	Simple linear regression	7.1-7.3	🖥️
	Wed, May 18	Lab 2 - Visualization			💻	✍️
	Thu, May 19	Multiple linear regression	8.1-8.2	🖥️
	Fri, May 20	Lab 3 - Linear regression			💻
	Sun, May 22	Due: Homework 3				✍️
2	Mon, May 23	Model selection I	8.3	🖥️
	Tue, May 24	Model selection II	8.4; 25.3	🖥️
	Wed, May 25	Lab 4 - functions, loops			💻
	Thu, May 26	Logistic regression	9.1-9.3	🖥️		✍️	📂
	Fri, May 27	Lab 5 - work on prediction project (PP)
3	Mon, May 30	Memorial Day holiday
	Tue, May 31	Due: PP model and presentation	11.0; 11.3; 12.0; 12.3	🖥️			PP model (9:00am) and presentation
	Wed, June 1	Lab 6 - Lecture on inference for proportions I	16.1	🖥️			PP written report
	Thu, June 2	Inference for proportions II	17.1-17.2	🖥️
	Fri, June 3	Lab 7 - Inference for proportions			💻
	Sun, June 5	Due: homework 5				✍️
4	Mon, June 6	Inference for means I	13.2; 19.1; 20.1-20.2	🖥️
	Tue, June 7	Inference for means II	21.1-21.2	🖥️
	Wed, June 8	Lab 8 - Inference for means			💻
	Thu, June 9	Inference for regression	24.2-24.3	🖥️		✍️
	Fri, June 10	Lab 9 - inference for regression			💻
5	Mon, June 13	Classical inference	13.1-13.2	🖥️		✍️
	Tue, June 14	ANOVA and \(\chi^2\) test	18.1-18.2; 22.2-22.3	🖥️
	Wed, June 15	Lab 10 - work on inference project (IP)
	Thu, June 16	Work on IP				✍️
	Fri, June 17	Lab 11 - IP presentations					IP presentation 🖥️
	Sun, June 19					✍️
6	Mon, June 20	Juneteenth holiday
	Tue, June 21	Reading period
	Wed, June 22
	Thu, June 23	Due: IP written report					IP written report