RKHS‐based functional nonparametric regression for sparse and irregular longitudinal data

DOI10.1002/cjs.11215zbMath1349.62124OpenAlexW1934648078WikidataQ57442476 ScholiaQ57442476MaRDI QIDQ5166411

Jiajia Zhang, Yichao Wu, Matthew Avery, Hao Helen Zhang

Publication date: 26 June 2014

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.11215

zbMATH Keywords

longitudinal dataRKHSfunctional nonparametric regressionsparse and irregular

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05)

Related Items

Adaptive estimation in the functional nonparametric regression model, Nonparametric operator-regularized covariance function estimation for functional data, Unified Tests for Nonparametric Functions in RKHS With Kernel Selection and Regularization, Statistical inference for function-on-function linear regression, Two-sample functional linear models with functional responses, Efficient Estimation of the Nonparametric Mean and Covariance Functions for Longitudinal and Sparse Functional Data

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