Class Session 4

Topics covered

• Spanning spaces
• Subspaces
• Basis vectors
• Dimension
• Rank
• Multiple regression
• Curvilinear regression
• Major axis regression

Slides

• Lecture 4 Slides

Hands-on Documents

• class4-multiple-regression.pdf
• Bokeh-Preview.ipynb

Assignments

• Assignment 4.1
• Assignment 4.2

Readings

• Wickens, Chapters 4 and 5
• For a review of linear algebra concepts relavant to this lecture, see Hamilton, Chapters 13, 14, 15

Soundtrack

• Youssou N'Dour, misc
• Al Green, Let's Stay Together
• Oingo-Boingo, Weird Science
• Thomas Dolby, She Blinded Me with Science
• Laurie Anderson, Let X = X
• Brian Eno, Ambient 1/Music for Airports, 1/1
• Steve Reich, Music for 18 Musicians, Section I
• Vangelis, Main Titles (Blade Runner)
• Kraftwerk, Europe Endless