Optimal function-on-scalar regression over complex domains

Bayesian Semiparametric Functional Mixed Models for Serially Correlated Functional Data, with Application to Glaucoma Data

(2018) Wonyul Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Optimal weighting schemes for longitudinal and functional data

(2018) Xiaoke Zhang et al.   STATISTICS & PROBABILITY LETTERS

Principal component analysis for functional data on Riemannian manifolds and spheres

(2018) Xiongtao Dai et al.   ANNALS OF STATISTICS

Optimal Penalized Function-on-Function Regression Under a Reproducing Kernel Hilbert Space Framework

(2017) Xiaoxiao Sun et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Comparing test-retest reliability of dynamic functional connectivity methods

(2017) Ann S. Choe et al.   NEUROIMAGE

Asymptotic properties of principal component projections with repeated eigenvalues

(2017) Justin Petrovich et al.   STATISTICS & PROBABILITY LETTERS

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

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

Smooth Principal Component Analysis over two-dimensional manifolds with an application to neuroimaging

(2016) Eardi Lila et al.   Annals of Applied Statistics

From sparse to dense functional data and beyond

(2016) Xiaoke Zhang et al.   ANNALS OF STATISTICS

Spatial regression models over two-dimensional manifolds

(2016) B. Ettinger et al.   BIOMETRIKA

Optimal eigen expansions and uniform bounds

(2015) Moritz Jirak   PROBABILITY THEORY AND RELATED FIELDS

Optimal Prediction in an Additive Functional Model

(2015) Xiao Wang et al.   STATISTICA SINICA

Toward DNA-based facial composites: Preliminary results and validation

(2014) Peter Claes et al.   Forensic Science International-Genetics

Modeling 3D Facial Shape from DNA

(2014) Peter Claes et al.   PLoS Genetics

Minimax and Adaptive Prediction for Functional Linear Regression

(2012) T. Tony Cai 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

Bases for kernel-based spaces

(2011) Maryam Pazouki et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data

(2010) Yehua Li et al.   ANNALS OF STATISTICS