Wavelet-Based Weighted LASSO and Screening Approaches in Functional Linear Regression

Robust Classification of Functional and Quantitative Image Data Using Functional Mixed Models

(2012) Hongxiao Zhu et al.   BIOMETRICS

Wavelet-Based LASSO in Functional Linear Regression

(2012) Yihong Zhao et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection

(2012) Jeff Goldsmith et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Longitudinal penalized functional regression for cognitive outcomes on neuronal tract measurements

(2012) Jeff Goldsmith et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Bootstrap-based inference on the difference in the means of two correlated functional processes

(2012) Ciprian M. Crainiceanu et al.   STATISTICS IN MEDICINE

Sparse estimation in functional linear regression

(2011) Eun Ryung Lee et al.   JOURNAL OF MULTIVARIATE ANALYSIS

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

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

Generalized Multilevel Functional Regression

(2010) Ciprian M. Crainiceanu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Stability selection

(2010) Nicolai Meinshausen et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Functional linear regression that’s interpretable

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

Smoothing splines estimators for functional linear regression

(2009) Christophe Crambes et al.   ANNALS OF STATISTICS

Functional Additive Models

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

On Consistency and Sparsity for Principal Components Analysis in High Dimensions

(2009) Iain M. Johnstone et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

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

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY