Marquette University
Daniel B. Rowe, Ph.D.
MATH 2780: Introduction to Regression and Classification
A Second Course in Statistics: Regression Analysis, 8th Edition, by William Mendenhall and Terry T Sincich.

Textbook
Spring 2025
Syllabus, Timeline,

Course Lectures
Syllabus & Introductions
Chapter 1 Review
Chapter 1 Review & Chapter 2 Intro to Regression
Chapter 3 Simple Linear Regression,Chapter 3 Worksheet
4. Multiple Regression Models
5. Principles of Model-Building
6. Variable Screening Methods
7. Some Regression Pitfalls
8. Residual Analysis
9. Special Topics in Regression
10. Time Series Modeling and Forecasting
11. Principles of Experimental Design
12. The Analysis of Variance for Designed Experiments





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