1 Stat 5385/6385 Fall 2025

This is the website for STAT5385/6385. It will contain the relevant information for the course and lecture notes and code seen in class.

Find the syllabus here: Syllabus

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1.1 Calendar

1.1.1 Important Dates

• Midterm Part 1: October 7
• Midterm Part 2: October 9
• Project 1 Due Date: September 29

1.1.2 Class Schedule

• Class 1: Class Introduction
• Class 2: Regression Introduction
• Class 3: Intro to Simple Linear Regression
• Class 4: Properties of the Simple Linear Regression Problem
• Class 5: Centered and Standarized Data
• Class 6: Coefficient of Determination, Residual Analysis
• Class 7: Cross-validation, Weighted Least Squares
  • Project 1 - Overview
• Class 8: Model in Matrix Form