17 citations · 30 across the 3 of their papers we have counts for
3 papers
A semiparametric Bayesian approach to epidemics, with application to the spread of the coronavirus MERS in South Korea in 2015
Michael Schweinberger, Rashmi P. Bomiriya, Sergii Babkin
We consider incomplete observations of stochastic processes governing the spread of infectious diseases through finite populations by way of contact. We propose a flexible semipara…
Large-scale estimation of random graph models with local dependence
Sergii Babkin, Jonathan Stewart, Xiaochen Long +1
A class of random graph models is considered, combining features of exponential-family models and latent structure models, with the goal of retaining the strengths of both of them…
High-Dimensional Multivariate Time Series With Additional Structure
Michael Schweinberger, Sergii Babkin, Katherine Ensor
High-dimensional multivariate time series are challenging due to the dependent and high-dimensional nature of the data, but in many applications there is additional structure that…