19 citations · 34 across the 10 of their papers we have counts for
3 papers · 1 filter
Random walk models in the life sciences: including births, deaths and local interactions
Michael J. Plank, Matthew J. Simpson, Ruth E. Baker
Random walks and related spatial stochastic models have been used in a range of application areas including animal and plant ecology, infectious disease epidemiology, developmental…
Quantifying age-specific household contacts in Aotearoa New Zealand for infectious disease modelling
Caleb Sullivan, Pubudu Senanayake, Michael J. Plank
Accounting for population age structure and age-specific contact patterns is crucial for accurate modelling of human infectious disease dynamics and impact. A common approach is to…
Structured methods for parameter inference and uncertainty quantification for mechanistic models in the life sciences
Michael J. Plank, Matthew J. Simpson
Parameter inference and uncertainty quantification are important steps when relating mathematical models to real-world observations, and when estimating uncertainty in model predic…