MATH 4780 - Regression Analysis

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	To Do	Slides	Exercise	HW	Project
1	Tue, Aug 29	Greetings + Overview of Regression	📖	🖥️ 🖥️
	Thu, Aug 31	Probability and Statistics Review		🖥️	📋	✍️
2	Tue, Sep 5	Simple Linear Regression (SLR)	📖	🖥️
	Thu, Sep 7	Simple Linear Regression
3	Tue, Sep 12	Simple Linear Regression	📖		📋
	Thu, Sep 14	Simple Linear Regression				✍️
4	Tue, Sep 19	Multiple Linear Regression (MLR)	📖	🖥️
	Thu, Sep 21	Multiple Linear Regression
5	Tue, Sep 26	Multiple Linear Regression	📖		📋
	Thu, Sep 28	Multiple Linear Regression				✍️
6	Tue, Oct 3	Matrix Algebra Review	📖	🖥️
	Thu, Oct 5	MLR in Matrix Form (MSSC only)		🖥️
7	Tue, Oct 10	Diagnostics: Residuals and Unusual Data	📖	🖥️
	Thu, Oct 12	Diagnostics: Symmetry and Normality		🖥️
8	Tue, Oct 17	In-Class Exam ✅	📖
	Thu, Oct 19	Diagnostics: Constant Variance		🖥️
9	Tue, Oct 24	Diagnostics: Linearity	📖	🖥️	📋	✍️
	Thu, Oct 26	Diagnostics: Lack of Fit
10	Tue, Oct 31	Bootstrapping and Simulation-based Inference	📖	🖥️	📋
	Thu, Nov 2	Polynomial Regression		🖥️	📋
11	Tue, Nov 7	Nonparametric Regression	📖	🖥️	📋	✍️
	Thu, Nov 9	Categorical Variables		🖥️
12	Tue, Nov 14	Categorical Variables	📖		📋
	Thu, Nov 16	Collinearity		🖥️	📋
13	Tue, Nov 21	Collinearity	📖			✍️
	Thu, Nov 23	NO CLASS: Thanksgiving
14	Tue, Nov 28	Variable Selection	📖	🖥️	📋		📂
	Thu, Nov 30	Variable Selection
15	Tue, Dec 5	Logistic Regression	📖	🖥️	📋
	Thu, Dec 7	Logistic Regression
16	Tue, Dec 12	Project Presentation					📂

I reserve the right to make changes to the schedule.