Continuous football player tracking from discrete broadcast data

no code implementations • 24 Nov 2023 • Matthew J. Penn, Christl A. Donnelly, Samir Bhatt

Player tracking data remains out of reach for many professional football teams as their video feeds are not sufficiently high quality for computer vision technologies to be used.

Intrinsic Randomness in Epidemic Modelling Beyond Statistical Uncertainty

1 code implementation • 25 Oct 2022 • Matthew J. Penn, Daniel J. Laydon, Joseph Penn, Charles Whittaker, Christian Morgenstern, Oliver Ratmann, Swapnil Mishra, Mikko S. Pakkanen, Christl A. Donnelly, Samir Bhatt

Uncertainty can be classified as either aleatoric (intrinsic randomness) or epistemic (imperfect knowledge of parameters).

Unifying incidence and prevalence under a time-varying general branching process

1 code implementation • 12 Jul 2021 • Mikko S. Pakkanen, Xenia Miscouridou, Matthew J. Penn, Charles Whittaker, Tresnia Berah, Swapnil Mishra, Thomas A. Mellan, Samir Bhatt

We also show that the incidence integral equations that arise from both of these specific models agree with the renewal equation used ubiquitously in infectious disease modelling.

Epidemiology Probabilistic Programming