A simple method to construct confidence bands in functional linear regression

DOI10.5705/ss.202017.0208zbMath1434.62150arXiv1612.07490OpenAlexW2963804900MaRDI QIDQ5243748

Kengo Kato, Masaaki Imaizumi

Publication date: 19 November 2019

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.07490

zbMATH Keywords

linear regressionfunctional coefficientsparameter-wise confidence intervals

Mathematics Subject Classification ID

Parametric tolerance and confidence regions (62F25) Linear regression; mixed models (62J05)

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Estimation and inference in partially functional linear regression with multiple functional covariates ⋮ Latent group detection in functional partially linear regression models ⋮ Statistical inference for function-on-function linear regression ⋮ Statistical inference for the slope parameter in functional linear regression

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