Wei Jin
Wei Jin
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Directed Cyclic Graphs for Simultaneous Discovery of Time-Lagged and Instantaneous Causality from Time-Series Data
We consider the problem of causal discovery from time-series observational data. We develop a novel framework that simultaneously …
Wei Jin
,
Yang Ni
,
Amanda B. Spence
,
Leah H. Rubin
,
Yanxun Xu
Code
Modeling Alzheimer's Disease Biomarkers' Trajectory in the Absence of a Gold Standard using a Bayesian Approach
To advance our understanding of Alzheimer’s Disease (AD), especially during the preclinical stage when patients' brain functions …
Wei Jin
,
Yanxun Xu
,
Zheyu Wang
BayTetra: A Bayesian Semiparametric Approach for Testing Trajectory Differences
Testing differences in longitudinal trajectories among distinct groups of population is an important task in many biomedical …
Wei Jin
,
Qiuxin Gao
,
Yanxun Xu
R Package
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