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.
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‘Practical Smoothing - Eilers, Paul H.C. (Erasmus Universiteit Rotterdam), Marx, Brian D. (Louisiana State University)’.
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