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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.


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
Chapter 4 Multiple Regression Models, Chapter 4 Worksheet
Chapter 5 Principles of Model-Building, Chapter 5 Worksheet
Chapter 6 Variable Screening Methods, Chapter 6 Worksheet
Chapter 7 Some Regression Pitfalls, Chapter 7 Worksheet
Chapter 8 Residual Analysis, Chapter 8A Worksheet
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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