An ECM approach for Gaussian graphical models and Gaussian copula graphical models.
Joint work with Tyler McCormick.
about publications teaching software vita misc
I am currently a fifth year PhD student in the Department of Statistics at the University of Washington, working under the supervision of Dr. Tyler McCormick. I was a research intern at Microsoft Research during summer 2016.
I am broadly interested in Bayesian methods for data from demography and other social science domains. My research focuses primarily on developing Bayesian graphical models to characterize dependence structures in complex, high-dimensional, and noisy data, while accounting for different types of informative prior information.
Much of my work involves using statistical models to improve understandings of the basic health indicators in the developing world (e.g., mortality rate and causes of death), and building open-sourced software and promoting reproducibility in these areas.
Latest updates: see CV
Probabilistic cause-of-death assignment using verbal autopsy.
Joint work with Tyler McCormick, Sam Clark, Clara Calvert, and colleagues at HDSS sites.
Child mortality: with small-area analysis of DHS surveys.
Draft and codes available soon.
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Bayesian inference of latent Gaussian graphical models for mixed data.
Joint work with Tyler McCormick and Sam Clark.
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