STAT 313: Applied Experimental Design and Regression Models

This page contains an outline of the topics, content, and assignments for the quarter. Note that this schedule will be updated as the quarter progresses, with all changes documented here.

Week	Date	Topic	Prepare	Lecture Slides	Activity	Lab	Critique	Project
0	Sun, March 31	Welcome to Stat 313 Course Set-up	📖
1	Mon, April 1 (no class)	Course Structure & Statistics Review	📖	🖥
	Wed, April 3	Introduction to Data		🎥	📋	💻 Due April 8 Lab 1 Feedback
2	Mon, April 8	Visualizing & Summarizing Numerical Variables	📖	🖥	📋
	Wed, April 10	The Flaws of Averages		🖥		💻 Due April 15 Lab 2 Feedback
3	Mon, April 15	Incorporating Categorical Variables	📖	🖥
	Wed, April 17	Ethics & Categorical Variables		🖥		💻 Due April 22 Lab 3 Feedback
	Mon, April 22	Statistical Critique Due					✍ Statistical Critique 1 Feedback
4	Mon, April 22	Introduction to Linear Regression	📖	🖥
	Wed, April 24	The Ugly History of Linear Regression		🖥		💻 Due April 29 Lab 4 Feedback
	Mon, April 29	Midterm Project Proposal						📁 STAT 313
5	Mon, April 29	Introduction to Multiple Linear Regression	📖	🖥	📋
	Wed, May 1	Work Day – Coding a Multiple Linear Regression		🖥	📋
	Sun, May 5	Midterm Project First Draft Due						Grading Rubric: ✅
6	Mon, May 6	Variable Selection in Multiple Linear Regression	📖	🖥	📋
	Wed, May 8	Machine Learning		🖥		💻 Due May 13
	Sun, May 12	Midterm Project Final Version Due						Instructions: 📁 Grading Rubric: ✅
7	Mon, May 13	Sampling Variability	📖	🖥	📋
	Wed, May 15	Confidence Intervals		🖥		💻 Due May 20
8	Mon, May 20	p-values & Hypothesis Tests	📖	🖥	📋
	Wed, May 22	Simulation-based Methods vs. Theory-based Methods		🖥		💻 Due May 27
	Mon, May 27	Statistical Critique 2 Due					✍
9	Mon, May 27	One-Way Analysis of Variance (OWA)	📖	🖥
	Wed, May 29	Inference for OWA & Model Selection		🖥	Assessing Independence: 📋
	Sun, June 2	Final Project First Draft Due						Instructions: 📁 Grading Rubric: ✅
10	Mon, June 3	Two-Way ANOVA (TWA) Models	📖	🖥	One-way to Two-way Model Selection Process: 📋
	Wed, June 5	Last Day of STAT 313		🖥				What should not be in your project: 📋
	Sun, June 9	Final Project Final Version Due						Instructions: 📁 Grading Rubric: ✅
Finals Week		Final Presentations						Presentation Instructions:📁
	STAT 313-01	Wed, June 12 10:10am - 1:00pm
	STAT 313-02	Tues, June 11 7:10am - 10:00am	Yes, your final is at 7:10am. 😫