Identifiability in penalized function-on-function regression models

DOI10.1214/16-EJS1123zbMath1332.62249arXiv1506.03627OpenAlexW1927268375MaRDI QIDQ259185

Fabian Scheipl, Sonja Greven

Publication date: 11 March 2016

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

Full work available at URL: https://arxiv.org/abs/1506.03627

zbMATH Keywords

penalized splinesfunctional data

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Diagnostics, and linear inference and regression (62J20)

Related Items (18)

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Uses Software

• fda (R)
• refund
• fda.usc
• WFMM

Cites Work

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• Functional linear regression analysis for longitudinal data
• Varying-coefficient functional linear regression
• Practical variable selection for generalized additive models
• A distance measure between cointegration spaces
• Functional linear model
• Penalized function-on-function regression
• Functional data analysis.
• Generalized Multilevel Functional Regression
• Functional Principal Component Regression and Functional Partial Least Squares
• Generalized Linear Models with Functional Predictors
• Low‐Rank Scale‐Invariant Tensor Product Smooths for Generalized Additive Mixed Models
• Functional quadratic regression
• Functional Adaptive Model Estimation

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