Faster convergence rate for functional linear regression in reproducing kernel Hilbert spaces

DOI10.1080/02331888.2019.1694931zbMath1437.62270OpenAlexW2991515120MaRDI QIDQ5213363

Weiping Zhang, Heng Lian, Rui Li, Fode Zhang

Publication date: 3 February 2020

Published in: Unnamed Author (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2019.1694931

zbMATH Keywords

convergence ratereproducing kernel Hilbert spacefunctional data

Mathematics Subject Classification ID

Functional data analysis (62R10) Linear regression; mixed models (62J05) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22)

Related Items (3)

Functional regression with dependent error and missing observation in reproducing kernel Hilbert spaces ⋮ Distributed estimation of functional linear regression with functional responses ⋮ Additive functional regression in reproducing kernel Hilbert spaces under smoothness condition

Uses Software

• fda (R)

Cites Work

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