296 citations · 401 across the 9 of their papers we have counts for
9 papers
Model Form Identification in High-Dimensional Functional Linear Regressions
Xingche Guo, Yehua Li, Pang Du
High-dimensional functional data are becoming increasingly common in fields such as environmental monitoring and neuroimaging. This paper studies high-dimensional functional linear…
Asynchronous and Error-prone Longitudinal Data Analysis via Functional Calibration
Xinyue Chang, Yehua Li, Yi Li
In many longitudinal settings, time-varying covariates may not be measured at the same time as responses and are often prone to measurement error. Naive last-observation-carried-fo…
Bias-correction and Test for Mark-point Dependence with Replicated Marked Point Processes
Ganggang Xu, Jingfei Zhang, Yehua Li +1
Mark-point dependence plays a critical role in research problems that can be fitted into the general framework of marked point processes. In this work, we focus on adjusting for ma…
Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency
Haozhe Zhang, Yehua Li
We consider spatially dependent functional data collected under a geostatistics setting, where locations are sampled from a spatial point process. The functional response is the su…
Latent Gaussian Mixture Models for Nationwide Kidney Transplant Center Evaluation
Lanfeng Pan, Yehua Li, Kevin He +2
Five year post-transplant survival rate is an important indicator on quality of care delivered by kidney transplant centers in the United States. To provide a fair assessment of ea…
Joint modeling of longitudinal drug using pattern and time to first relapse in cocaine dependence treatment data
Jun Ye, Yehua Li, Yongtao Guan
An important endpoint variable in a cocaine rehabilitation study is the time to first relapse of a patient after the treatment. We propose a joint modeling approach based on functi…