Comparison and contrast of two general functional regression modelling frameworks

Functional CAR Models for Large Spatially Correlated Functional Datasets

(2016) Lin Zhang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Identifiability in penalized function-on-function regression models

(2016) Fabian Scheipl et al.   Electronic Journal of Statistics

Generalized functional additive mixed models

(2016) Fabian Scheipl et al.   Electronic Journal of Statistics

Identification of differentially methylated loci using wavelet-based functional mixed models

(2015) Wonyul Lee et al.   BIOINFORMATICS

Bayesian function-on-function regression for multilevel functional data

(2015) Mark J. Meyer et al.   BIOMETRICS

Functional Additive Mixed Models

(2015) Fabian Scheipl et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Dirichlet–Laplace Priors for Optimal Shrinkage

(2015) Anirban Bhattacharya et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Functional linear mixed models for irregularly or sparsely sampled data

(2015) Jona Cederbaum et al.   STATISTICAL MODELLING

The functional linear array model

(2015) Sarah Brockhaus et al.   STATISTICAL MODELLING

Functional Regression

(2015) Jeffrey S. Morris   Annual Review of Statistics and Its Application

Penalized function-on-function regression

(2014) Andrada E. Ivanescu et al.   COMPUTATIONAL STATISTICS

A Study of Mexican Free-Tailed Bat Chirp Syllables: Bayesian Functional Mixed Models for Nonstationary Acoustic Time Series

(2013) Josue G. Martinez et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Statistical methods for proteomic biomarker discovery based on feature extraction or functional modeling approaches

(2013) Jeffrey S. Morris   Statistics and Its Interface

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

(2012) Hongxiao Zhu et al.   BIOMETRICS

Functional Generalized Additive Models

(2012) Mathew W. McLean et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Automated analysis of quantitative image data using isomorphic functional mixed models, with application to proteomics data

(2011) Jeffrey S. Morris et al.   Annals of Applied Statistics

Multilevel Functional Principal Component Analysis for High-Dimensional Data

(2011) Vadim Zipunnikov et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Robust, Adaptive Functional Regression in Functional Mixed Model Framework

(2011) Hongxiao Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The horseshoe estimator for sparse signals

(2010) C. M. Carvalho et al.   BIOMETRIKA

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

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

Multilevel functional principal component analysis

(2009) Chong-Zhi Di et al.   Annals of Applied Statistics

The Bayesian Lasso

(2008) Trevor Park et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Bayesian Analysis of Mass Spectrometry Proteomic Data Using Wavelet-Based Functional Mixed Models

(2007) Jeffrey S. Morris et al.   BIOMETRICS