ISBN : 9781032244716
Author : Ciprian M. Crainiceanu
Publisher : Crc Press
Year : 2024
Language : English
Type : Book
Description : Functional Data Analysis with R presents many ideas for handling functional data including dimension reduction techniques, smoothing, functional regression, structured decompositions of curves, and clustering. The idea is for the reader to be able to immediately reproduce the results in the book, implement these methods, and potentially design new methods and software that may be inspired by these approaches.