Functional linear regression after spline transformation

DOI10.1016/j.csda.2011.09.005zbMath1239.62073OpenAlexW2065230039MaRDI QIDQ425658

Guochang Wang, Nan Lin, Bao-Xue Zhang

Publication date: 8 June 2012

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2011.09.005

zbMATH Keywords

model selectionB-splinesmixed-data canonical correlation analysis

Mathematics Subject Classification ID

Related Items (4)

Functional \(k\)-means inverse regression ⋮ Penalized scalar-on-functions regression with interaction term ⋮ Functional Partial Linear Single‐index Model ⋮ Robust functional linear regression based on splines

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• A reproducing kernel Hilbert space approach to functional linear regression
• Bootstrap in functional linear regression
• Prediction in functional linear regression
• Rate of uniform consistency for nonparametric estimates with functional variables
• The functional nonparametric model and applications to spectrometric data
• Applied functional data analysis. Methods and case studies
• Penalized discriminant analysis
• Weighted least squares methods for prediction in the functional data linear model
• Nonparametric time series prediction: A semi-functional partial linear modeling
• Functional data analysis.
• Nonparametric functional data analysis. Theory and practice.
• The non-singularity of generalized sample covariance matrices
• Presmoothing in functional linear regression
• Cross-validated estimations in the single-functional index model
• Robust nonparametric estimation for functional data
• Miscellanea. Linear regression after spline transformation
• Bayesian Wavelet Regression on Curves With Application to a Spectroscopic Calibration Problem
• Functional sliced inverse regression analysis
• Functional Quasi-Likelihood Regression Models with Smooth Random Effects
• Multilayer Perceptron with Functional Inputs: an Inverse Regression Approach
• NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS
• Functional Data Analysis for Sparse Longitudinal Data

This page was built for publication: Functional linear regression after spline transformation