Function-on-function regression for two-dimensional functional data

DOI10.1080/03610918.2017.1353619OpenAlexW2735074257MaRDI QIDQ5085049

Andrada E. Ivanescu

Publication date: 29 June 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2017.1353619

zbMATH Keywords

smoothingfunctional data analysispenalized splinesbivariatefunctional regression

Mathematics Subject Classification ID

Related Items (3)

General linear hypothesis testing in functional response model ⋮ Robust multivariate functional discriminant coordinates ⋮ Function-on-function regression for the identification of epigenetic regions exhibiting windows of susceptibility to environmental exposures

Uses Software

• fda (R)
• SemiPar
• refund
• mgcv
• RandomFields
• gamair

Cites Work

• Analyzing time-course microarray data using functional data analysis -- a review
• Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data
• Functional concurrent linear regression model for spatial images
• Penalized function-on-function regression
• The functional singular value decomposition for bivariate stochastic processes
• Functional data analysis.
• Smoothing Parameter Selection for a Class of Semiparametric Linear Models
• Population Value Decomposition, a Framework for the Analysis of Image Populations
• Structured functional principal component analysis
• Functional Data Analysis with R and MATLAB
• Semiparametric Regression
• Adaptive Inference for the Bivariate Mean Function in Functional Data
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