Functional CAR Models for Large Spatially Correlated Functional Datasets

Functional Regression

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

Modeling temporal gradients in regionally aggregated California asthma hospitalization data

(2013) Harrison Quick et al.   Annals of Applied Statistics

Ecological Prediction With Nonlinear Multivariate Time-Frequency Functional Data Models

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

Nonparametric inference in small data sets of spatially indexed curves with application to ionospheric trend determination

(2012) Oleksandr Gromenko et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

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

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

Fast methods for spatially correlated multilevel functional data

(2010) A.-M. Staicu et al.   BIOSTATISTICS

Simultaneous Confidence Bands for Penalized Spline Estimators

(2010) Tatyana Krivobokova et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data

(2010) Lan Zhou et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A spatial beta-binomial model for clustered count data on dental caries

(2010) Dipankar Bandyopadhyay et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Space-time latent component modeling of geo-referenced health data

(2010) Andrew B. Lawson et al.   STATISTICS IN MEDICINE

Statistics for spatial functional data: some recent contributions

(2009) P. Delicado et al.   ENVIRONMETRICS

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

ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES

(2008) M. P. Wand et al.   AUSTRALIAN & NEW ZEALAND JOURNAL OF STATISTICS

Modeling Longitudinal Spatial Periodontal Data: A Spatially Adaptive Model with Tools for Specifying Priors and Checking Fit

(2008) Brian J. Reich et al.   BIOMETRICS

Understanding the development of human bladder cancer by using a whole-organ genomic mapping strategy

(2008) Tadeusz Majewski et al.   LABORATORY INVESTIGATION

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

(2007) Jeffrey S. Morris et al.   BIOMETRICS

An autoregressive approach to spatio-temporal disease mapping

(2007) M. A. Martínez-Beneito et al.   STATISTICS IN MEDICINE