239 citations · 399 across the 11 of their papers we have counts for
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q-bio.PE2022★ 1 cited
Intrinsic Randomness in Epidemic Modelling Beyond Statistical Uncertainty
Matthew J. Penn, Daniel J. Laydon, Joseph Penn +7
Uncertainty can be classified as either aleatoric (intrinsic randomness) or epistemic (imperfect knowledge of parameters). The majority of frameworks assessing infectious disease r…
q-bio.QM2022★ 3 cited
Structural identifiability of compartmental models for infectious disease transmission is influenced by data type
Emmanuelle A. Dankwa, Andrew F. Brouwer, Christl A. Donnelly
If model identifiability is not confirmed, inferences from infectious disease transmission models may not be reliable, so they might lead to misleading recommendations. Structural…