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stat.ME2025
Monitoring Adverse Events Through Bayesian Nonparametric Clustering Across Studies
Shijie Yuan, Kevin Roberts, Noirrit Kiran Chandra +3
We introduce a Bayesian nonparametric inference approach for aggregate adverse event (AE) monitoring across studies. The proposed model seamlessly integrates external data from his…
stat.ME2024
Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis
Noirrit Kiran Chandra, David B. Dunson, Jason Xu
Factor analysis provides a canonical framework for imposing lower-dimensional structure such as sparse covariance in high-dimensional data. High-dimensional data on the same set of…