2 papers
stat.ME2020
Joint Model for Survival and Multivariate Sparse Functional Data with Application to a Study of Alzheimer's Disease
Cai Li, Luo Xiao, Sheng Luo
Studies of Alzheimer's disease (AD) often collect multiple longitudinal clinical outcomes, which are correlated and predictive of AD progression. It is of great scientific interest…
stat.ME2018
Fast Covariance Estimation for Multivariate Sparse Functional Data
Cai Li, Luo Xiao, Sheng Luo
Covariance estimation is essential yet underdeveloped for analyzing multivariate functional data. We propose a fast covariance estimation method for multivariate sparse functional…