Week 6

Overview

Learning Goals

• Review linear algebra essentials
• Understand GLM variable types
• Understand GLM assumptions

Slides

TipSlides Mon Feb 9

Mentioned References

• The Little Book of Linear Algebra
• OLS Regression
• The Essence of Linear Algebra
  • Chap 1: Vectors, what even are they? ~10m
  • Chap 2: Linear combinations, span, and basis vectors ~10m
  • Chap 3: Linear transformations and matrices ~11m
  • Chap 4: Matrix multiplication as composition ~10m
  • Chap 5: Three-dimensional linear transformations ~5m
  • Chap 7: Inverse matrices, column space, and null space ~12m