Paul H.C. Eilers (Erasmus Universiteit Rotterdam), Brian D. Marx (Louisiana State University)

Gebundenes Buch

Practical Smoothing

The Joys of P-Splines

Beschreibung

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.

Autor

Paul H. C. Eilers is Professor Emeritus of Genetical Statistics at the Erasmus University Medical Center Rotterdam. He received his Ph.D. in biostatistics. His research interests include high-throughput genomic data analysis, chemometrics, smoothing, longitudinal data analysis, survival analysis, and statistical computing. He has published extensively on these subjects.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 208
• Erscheinungstermin: 18. März 2021
• Englisch
• Abmessung: 232mm x 154mm x 16mm
• Gewicht: 456g
• ISBN-13: 9781108482950
• ISBN-10: 1108482953
• Artikelnr.: 59986554