Functional Data Analysis with R

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Computers - Programming
Functional Data Analysis with R

Functional Data Analysis with R

Name: Functional Data Analysis with R
ISBN: 9781003278726

Ciprian M. Crainiceanu & Jeff Goldsmith & Andrew Leroux and Erjia Cui

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Emerging technologies generate data sets of increased size and complexity that require new or updated statistical inferential methods and scalable, reproducible software. These data sets often involve measurements of a continuous underlying process, and benefit from a functional data perspective. 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.

Categories:

Computers - Programming

Year:

2024

Edition:

Publisher:

CRC Press

Language:

english

Pages:

338

ISBN 10: