Function-on-function regression with thousands of predictive curves
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Publication:1686152
DOI10.1016/j.jmva.2017.10.002zbMath1408.62075OpenAlexW2765482076MaRDI QIDQ1686152
Publication date: 21 December 2017
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jmva.2017.10.002
Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25)
Related Items (5)
Unified statistical inference for a nonlinear dynamic functional/longitudinal data model ⋮ 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 ⋮ FRegSigComp
Uses Software
Cites Work
- Unnamed Item
- Functional linear regression analysis for longitudinal data
- Multivariate functional linear regression and prediction
- Methodology and theory for partial least squares applied to functional data
- Functional wavelet regression for linear function-on-function models
- Functional linear model
- Penalized function-on-function regression
- Generalized functional linear models
- Functional data analysis.
- Partially functional linear regression in high dimensions
- Bayesian function-on-function regression for multilevel functional data
- Response-Adaptive Regression for Longitudinal Data
- Wavelet-based Functional Mixed Models
- Linear mixed function‐on‐function regression models
- Functional Principal Component Regression and Functional Partial Least Squares
- Bayesian Wavelet Regression on Curves With Application to a Spectroscopic Calibration Problem
- Generalized Linear Models with Functional Predictors
- Shrinkage estimation and selection for multiple functional regression
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