3 papers
stat.ME2026
Heterogeneous behavioral mechanisms in epidemiological models
Jessica Pavani, Rob Deardon, Alexandra M. Schmidt
Traditional epidemic models frequently assume behavioral homogeneity. The susceptible-infected-recovered model provides a robust foundation for characterizing disease transmission,…
stat.ME2025
Modeling temporal dependence in a sequence of spatial random partitions driven by spanning tree: an application to mosquito-borne diseases
Jessica Pavani, Rosangela Helena Loschi, Fernando Andres Quintana
Spatially constrained clustering is an important field of research, particularly when it involves changes over time. Partitioning a map is not simple since there is a vast number o…
stat.ME2024
A Bayesian multivariate model with temporal dependence on random partition of areal data
Jessica Pavani, Fernando Andrés Quintana
More than half of the world's population is exposed to the risk of mosquito-borne diseases, which leads to millions of cases and hundreds of thousands of deaths every year. Analyzi…