Gaussian copula function-on-scalar regression in reproducing kernel Hilbert space

Optimal function-on-scalar regression over complex domains

(2023) Matthew Reimherr et al.   Electronic Journal of Statistics

High-Dimensional Spatial Quantile Function-on-Scalar Regression

(2021) Zhengwu Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Quantile Function on Scalar Regression Analysis for Distributional Data

(2019) Hojin Yang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Distribution-Free Predictive Inference for Regression

(2017) Jing Lei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The function-on-scalar LASSO with applications to longitudinal GWAS

(2017) Rina Foygel Barber et al.   Electronic Journal of Statistics

Single-index varying coefficient model for functional responses

(2016) Xinchao Luo et al.   BIOMETRICS

Inference for survival prediction under the regularized Cox model

(2016) Jennifer A. Sinnott et al.   BIOSTATISTICS

Varying-coefficient additive models for functional data

(2014) X. Zhang et al.   BIOMETRIKA

A conformal prediction approach to explore functional data

(2013) Jing Lei et al.   ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE

Multivariate varying coefficient model for functional responses

(2013) Hongtu Zhu et al.   ANNALS OF STATISTICS

Local and global asymptotic inference in smoothing spline models

(2013) Zuofeng Shang et al.   ANNALS OF STATISTICS

Distribution-free prediction bands for non-parametric regression

(2013) Jing Lei et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Distribution-Free Prediction Sets

(2012) Jing Lei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Optimal estimation of the mean function based on discretely sampled functional data: Phase transition

(2011) T. Tony Cai et al.   ANNALS OF STATISTICS

A Perturbation Method for Inference on Regularized Regression Estimates

(2011) Jessica Minnier et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Statistical inferences for linear models with functional responses

(2011) Jin-Ting Zhang   STATISTICA SINICA

Simultaneous confidence bands for nonparametric regression with functional data

(2011) David A. Degras   STATISTICA SINICA

Fast Function-on-Scalar Regression with Penalized Basis Expansions

(2010) Philip T. Reiss et al.  

On-line predictive linear regression

(2009) Vladimir Vovk et al.   ANNALS OF STATISTICS