A pairwise interaction model for multivariate functional and longitudinal data

Dynamic Retrospective Regression for Functional Data

(2014) Daniel Gervini   TECHNOMETRICS

Multilevel Cross-Dependent Binary Longitudinal Data

(2013) Nicoleta Serban et al.   BIOMETRICS

Linear manifold modelling of multivariate functional data

(2013) Jeng-Min Chiou et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Functional dynamic factor models with application to yield curve forecasting

(2012) Spencer Hays et al.   Annals of Applied Statistics

Dynamical functional prediction and classification, with application to traffic flow prediction

(2012) Jeng-Min Chiou   Annals of Applied Statistics

Modelling covariance structure in bivariate marginal models for longitudinal data

(2012) J. Xu et al.   BIOMETRIKA

Unified inference for sparse and dense longitudinal models

(2012) S. Kim et al.   BIOMETRIKA

The analysis of multivariate longitudinal data: A review

(2012) Geert Verbeke et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Estimation of latent factors for high-dimensional time series

(2011) C. Lam et al.   BIOMETRIKA

Principal components for multivariate functional data

(2011) J.R. Berrendero et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Functional singular component analysis

(2011) Wenjing Yang et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Empirical dynamics for longitudinal data

(2010) Hans-Georg Müller et al.   ANNALS OF STATISTICS

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

(2010) Yehua Li et al.   ANNALS OF STATISTICS

Functional Varying Coefficient Models for Longitudinal Data

(2010) Damla Şentürk et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A binning method for analyzing mixed longitudinal data measured at distinct time points

(2010) Xiaoqin Xiong et al.   STATISTICS IN MEDICINE

Multilevel functional principal component analysis

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

Hypertriglyceridemia and Its Pharmacologic Treatment Among US Adults

(2009) Earl S. Ford et al.   ARCHIVES OF INTERNAL MEDICINE

Dynamic relations for sparsely sampled Gaussian processes

(2009) Hans-Georg Müller et al.   TEST

Modelling multiple time series via common factors

(2008) J. Pan et al.   BIOMETRIKA

Joint modelling of paired sparse functional data using principal components

(2008) L. Zhou et al.   BIOMETRIKA

Modelling sparse generalized longitudinal observations with latent Gaussian processes

(2008) Peter Hall et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY