2 citations · 5 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 1 cited
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…
stat.ME2019★ 2 cited
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…
stat.AP2015★ 2 cited
Bayesian Models for Heterogeneous Personalized Health Data
Kai Fan, Allison E. Aiello, Katherine A. Heller
The purpose of this study is to leverage modern technology (such as mobile or web apps in Beckman et al. (2014)) to enrich epidemiology data and infer the transmission of disease.…