Bayesian function-on-function regression for multilevel functional data

Functional Regression

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

Linear mixed function-on-function regression models

(2014) Wei Wang   BIOMETRICS

Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models

(2013) Wen-Hsi Yang et al.   JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS

Feature extraction across individual time series observations with spikes using wavelet principal component analysis

(2013) Jo Røislien et al.   STATISTICS IN MEDICINE

Effects of Varenicline and Bupropion Sustained-Release Use Plus Intensive Smoking Cessation Counseling on Prolonged Abstinence From Smoking and on Depression, Negative Affect, and Other Symptoms of Nicotine Withdrawal

(2013) Paul M. Cinciripini et al.   JAMA Psychiatry

Bayesian Latent Factor Regression for Functional and Longitudinal Data

(2012) Silvia Montagna et al.   BIOMETRICS

Corrected Confidence Bands for Functional Data Using Principal Components

(2012) J. Goldsmith et al.   BIOMETRICS

Functional Generalized Additive Models

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

Modeling Repeated Functional Observations

(2012) Kehui Chen et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Modeling Functional Data with Spatially Heterogeneous Shape Characteristics

(2011) Ana-Maria Staicu et al.   BIOMETRICS

Penalized Functional Regression

(2011) Jeff Goldsmith 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

Brain reactivity to emotional, neutral and cigarette-related stimuli in smokers

(2010) Francesco Versace et al.   ADDICTION BIOLOGY

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

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

Fast Function-on-Scalar Regression with Penalized Basis Expansions

(2010) Philip T. Reiss et al.  

Recent history functional linear models for sparse longitudinal data

(2010) Kion Kim et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Cigarette cues capture smokers' attention: Evidence from event-related potentials

(2010) Francesco Versace et al.   PSYCHOPHYSIOLOGY

On Consistency and Sparsity for Principal Components Analysis in High Dimensions

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

Linguistic pitch analysis using functional principal component mixed effect models

(2009) John A. D. Aston et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

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

(2007) Jeffrey S. Morris et al.   BIOMETRICS