Practical Smoothing. The Joys of P-splines, Hardback/Brian D. Marx

P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool. Illustrations: Worked examples or Exercises