14 citations · 42 across the 7 of their papers we have counts for
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stat.ME2022★ 3 cited
Convergence of random-weight sequential Monte Carlo methods
Paul B. Rohrbach, Robert L. Jack
We investigate the properties of a sequential Monte Carlo method where the particle weight that appears in the algorithm is estimated by a positive, unbiased estimator. We present…
stat.ME2020★ 13 cited
Efficient Bayesian inference of fully stochastic epidemiological models with applications to COVID-19
Yuting I. Li, Günther Turk, Paul B. Rohrbach +12
Epidemiological forecasts are beset by uncertainties about the underlying epidemiological processes, and the surveillance process through which data are acquired. We present a Baye…