- Explore Geometric Anisotropy for Geostatistical Data
Apply geometric anisotropic models to simulated and real point referenced spatial datasets.
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- Develop a Prediction Model with Dynamic Electronic Health Records (EHR) Data
Predict patient deterioration with dynamic vitals and labs data using time-varying Cox regression model.
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- Explore Scalable Algorithms for Bayesian Nonparametric Clustering
Develop code for simulating the Dirichlet Process and the Chinese Restaurant Process.
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