Index Models for Sparsely Sampled Functional Data

DOI10.1080/01621459.2014.931859zbMath1373.62346OpenAlexW2075174355MaRDI QIDQ5367404

Xinghao Qiao, Peter Radchenko, Gareth M. James

Publication date: 13 October 2017

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: http://eprints.lse.ac.uk/84857/1/simfe_final.pdf

zbMATH Keywords

nonlinear regressionfunctional regressionindex modelerror-in-variablessparsely sampled functional data

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) General nonlinear regression (62J02)

Related Items (8)

Multivariate functional linear regression and prediction ⋮ Partially Linear Additive Functional Regression ⋮ Regression model for surrogate data in high dimensional statistics ⋮ Robust multivariate functional discriminant coordinates ⋮ Goodness-of-fit test for partial functional linear model with errors in scalar covariates ⋮ Data depth for measurable noisy random functions ⋮ Dynamic single-index model for functional data ⋮ A note on variable selection in functional regression via random subspace method

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