3 papers
stat.ME2025
Composite method for fast computation of individual level spatial epidemic models
Yirao Zhang, Rob Deardon, Lorna Deeth
Individual-level models, also known as ILMs, are commonly used in epidemics modelling, as they can flexibly incorporate individual-level covariates that influence susceptibility an…
stat.ME2025
Dominating Hyperplane Regularization for Variable Selection in Multivariate Count Regression
Alysha Cooper, Zeny Feng, Ayesha Ali +2
Identifying relevant factors that influence the multinomial counts in compositional data is difficult in high dimensional settings due to the complex associations and overdispersio…
stat.ME2023
A Framework for Incorporating Behavioural Change into Individual-Level Spatial Epidemic Models
Madeline A. Ward, Rob Deardon, Lorna E. Deeth
During epidemics, people will often modify their behaviour patterns over time in response to changes in their perceived risk of spreading or contracting the disease. This can subst…