Joint model for survival and multivariate sparse functional data with application to a study of Alzheimer's Disease

Fast covariance estimation for multivariate sparse functional data

(2020) Cai Li et al.   Stat

Penalized estimation of semiparametric transformation models with interval-censored data and application to Alzheimer’s disease

(2019) Shuwei Li et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

joineRML: a joint model and software package for time-to-event and multivariate longitudinal outcomes

(2018) Graeme L. Hickey et al.   BMC Medical Research Methodology

Prediction of Conversion to Alzheimer’s Disease with Longitudinal Measures and Time-To-Event Data

(2017) Kan Li et al.   JOURNAL OF ALZHEIMERS DISEASE

Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains

(2017) Clara Happ et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Partially functional linear regression in high dimensions

(2016) Dehan Kong et al.   BIOMETRIKA

Joint modeling of longitudinal drug using pattern and time to first relapse in cocaine dependence treatment data

(2015) Jun Ye et al.   Annals of Applied Statistics

Joint Modeling and Clustering Paired Generalized Longitudinal Trajectories With Application to Cocaine Abuse Treatment Data

(2014) Hui Huang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The analysis of multivariate longitudinal data: A review

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

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

(2010) Yehua Li et al.   ANNALS OF STATISTICS

Multilevel functional principal component analysis

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