Nonlinear function on function additive model with multiple predictor curves

DOI10.5705/ss.202017.0249zbMath1422.62237OpenAlexW2777451970MaRDI QIDQ5226605

Ruiyan Luo, Xin Qi

Publication date: 1 August 2019

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

Full work available at URL: https://semanticscholar.org/paper/62d7fe3b6d045bfa9cc117b890cb44fef5073bda

zbMATH Keywords

additive modelKarhunen-Loève expansionfunction-on-function regressionsignal functiongeneralized functional eigenvalue problemnonlinear functional regression model

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12) General nonlinear regression (62J02)

Related Items (6)

Dimension reduction for functional data based on weak conditional moments ⋮ Adaptive smoothing spline estimator for the function-on-function linear regression model ⋮ High-dimensional functional graphical model structure learning via neighborhood selection approach ⋮ A new approach to varying-coefficient additive models with longitudinal covariates ⋮ Interaction Model and Model Selection for Function-on-Function Regression ⋮ FRegSigCom

Uses Software

• R
• UCI-ml

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