Likelihood Ratio Tests for Dependent Data with Applications to Longitudinal and Functional Data Analysis

Bootstrap-based inference on the difference in the means of two correlated functional processes

(2012) Ciprian M. Crainiceanu et al.   STATISTICS IN MEDICINE

A Constrainedℓ1Minimization Approach to Sparse Precision Matrix Estimation

(2011) Tony Cai et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Restricted likelihood ratio testing in linear mixed models with general error covariance structure

(2011) Andrea Wiencierz et al.   Electronic Journal of Statistics

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

(2010) Yehua Li et al.   ANNALS OF STATISTICS

On the asymptotic behaviour of the pseudolikelihood ratio test statistic with boundary problems

(2010) Y. Chen et al.   BIOMETRIKA

Fast methods for spatially correlated multilevel functional data

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

Multilevel functional principal component analysis

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

Semiparametric Estimation of Covariance Matrixes for Longitudinal Data

(2009) Jianqing Fan et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep

(2009) Ciprian M. Crainiceanu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models

(2007) Fabian Scheipl et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS