Adaptive estimation in circular functional linear models

DOI10.3103/S1066530710010035zbMath1282.62071arXiv0908.3392MaRDI QIDQ2437884

Jan Johannes, Fabienne Comte

Publication date: 10 March 2014

Published in: Mathematical Methods of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0908.3392

zbMATH Keywords

model selectionminimax theoryderivatives estimationmean squared error of predictionorthogonal series estimation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Linear regression; mixed models (62J05) Nonparametric estimation (62G05)

Related Items (7)

Penalized contrast estimation in functional linear models with circular data ⋮ Minimax adaptive tests for the functional linear model ⋮ Estimation of the Sobol indices in a linear functional multidimensional model ⋮ Lasso in Infinite dimension: application to variable selection in functional multivariate linear regression ⋮ Non-asymptotic adaptive prediction in functional linear models ⋮ Adaptive circular deconvolution by model selection under unknown error distribution ⋮ Adaptive functional linear regression

Uses Software

• fda (R)

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