2 papers
stat.AP2026
Bayesian inference for disease transmission models informed by viral dynamics
Dylan J. Morris, Lauren Kennedy, Andrew J. Black
Infectious disease dynamics operate across multiple biological scales, with within-host viral dynamics being a key driver of between-host transmission. However, while models that e…
stat.AP2025
Random time-shift approximation enables hierarchical Bayesian inference of mechanistic within-host viral dynamics models on large datasets
Dylan J. Morris, Lauren Kennedy, Andrew J. Black
Mechanistic mathematical models of within-host viral dynamics are tools for understanding how a virus' biology and its interaction with the immune system shape the infectivity of a…