2 citations · 4 across the 7 of their papers we have counts for
4 papers · 1 filter
Multi-Signal Safety Surveillance with Bayesian Latent Factor Modeling and Bias Correction
Ziyang Pan, Fan Bu
Safety surveillance increasingly involves repeated monitoring of many exposure-outcome signals in observational healthcare data, where sparse information, dependence across related…
Inferring HIV Transmission Patterns from Viral Deep-Sequence Data via Latent Typed Point Processes
Fan Bu, Joseph Kagaayi, Kate Grabowski +2
Viral deep-sequencing data play a crucial role toward understanding disease transmission network flows, because the higher resolution of these data compared to standard Sanger sequ…
Likelihood-based inference for partially observed stochastic epidemics with individual heterogeneity
Fan Bu, Allison E. Aiello, Alexander Volfovsky +1
We develop a stochastic epidemic model progressing over dynamic networks, where infection rates are heterogeneous and may vary with individual-level covariates. The joint dynamics…
Likelihood-based Inference for Partially Observed Epidemics on Dynamic Networks
Fan Bu, Allison E. Aiello, Jason Xu +1
We propose a generative model and an inference scheme for epidemic processes on dynamic, adaptive contact networks. Network evolution is formulated as a link-Markovian process, whi…