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(Ebook) Functional Data Analysis with R by Ciprian M. Crainiceanu & Jeff Goldsmith & Andrew Leroux and Erjia Cui ISBN 9781032244716, 9781032244723, 9781003278726, 1032244712, 1032244720, 1003278728, B0CKFJ6JN3

SKU: EBN-55542968

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4.6

8 reviews

Instant download (eBook) Functional Data Analysis with R after payment.

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

Pages:338 pages.

Year:2024

Editon:1

Publisher:CRC Press

Language:english

File Size:42.24 MB

Format:pdf

ISBNS:9781032244716, 9781032244723, 9781003278726, 1032244712, 1032244720, 1003278728, B0CKFJ6JN3

Categories: Ebooks

Product desciption

(Ebook) Functional Data Analysis with R by Ciprian M. Crainiceanu & Jeff Goldsmith & Andrew Leroux and Erjia Cui ISBN 9781032244716, 9781032244723, 9781003278726, 1032244712, 1032244720, 1003278728, B0CKFJ6JN3

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.

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