Code for Moving Beyond Linearity:

• Applied Exercises:
  • chap_7_prob_3.R (Produces a plot of the given output Y)
    
  • chap_7_prob_4.R (Produces a plot of the given output Y)
    
  • chap_7_prob_6.R (Non-linear prediction using the Wage data set)
    
  • chap_7_prob_9.R (Predicting dis in the Boston data set)
    
  • chap_7_prob_10.R (Using a GAM on the College data set)
    
  • chap_7_prob_11.R (Implementing backfitting for multiple linear regression)
    
  • chap_7_prob_12.R (A more extensive example of backfitting)