Wavelet-Based LASSO in Functional Linear Regression

Wavelet-based functional linear mixed models: an application to measurement error-corrected distributed lag models

(2010) E. J. Malloy et al.   BIOSTATISTICS

Functional linear regression that’s interpretable

(2009) Gareth M. James et al.   ANNALS OF STATISTICS

Lasso-type recovery of sparse representations for high-dimensional data

(2009) Nicolai Meinshausen et al.   ANNALS OF STATISTICS

Functional Additive Models

(2009) Hans-Georg Müller et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Smoothing parameter selection for a class of semiparametric linear models

(2009) Philip T. Reiss et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Weighted least squares methods for prediction in the functional data linear model

(2009) Aurore Delaigle et al.   Electronic Journal of Statistics

The sparsity and bias of the Lasso selection in high-dimensional linear regression

(2008) Cun-Hui Zhang et al.   ANNALS OF STATISTICS

Potential applications of functional data analysis in chemometrics

(2008) Wouter Saeys et al.   JOURNAL OF CHEMOMETRICS