Chapter 14 Principal Component Analysis

-TODO: Add an example where x1 an x2 are very correlated. Compare regressions:

  • y ~ x1
  • y ~ x2
  • y ~ pc1 (almost as good)
  • y ~ x1 + x2 (true model form)