Code and Results for Chapter 5

• Code that duplicates the numerical results from the text

  • Demonstrates some local regressions using splines
    
    • dup_fig_5_1.R demonstrates using bs for local regression
      
  • Duplicating the South African Heart Disease Example
    
    • dup_table_5_1.R logistic regression with spline transformed features
      
  • Duplicating some of the Phoneme Recognition Example
    
    • dup_fig_5_5.R logistic regression of the phoneme data
      
  • Duplicating the Smoothing Splines Example
    
    • dup_fig_5_6.R smoothing splines on the bone mineral data set