AMISforInfectiousDiseases
Implement the AMIS Algorithm for Infectious Disease Models
Implements the Adaptive Multiple Importance Sampling (AMIS) algorithm, as described by Retkute et al. (2021, doi:10.1214/21-AOAS1486), to estimate key epidemiological parameters by combining outputs from a geostatistical model of infectious diseases (such as prevalence, incidence, or relative risk) with a disease transmission model. Utilising the resulting posterior distributions, the package enables forward projections at the local level.
- Version0.1.0
- R versionR (≥ 4.1)
- LicenseMIT
- Needs compilation?Yes
- Last release01/20/2025
Documentation
Team
Simon Spencer
MaintainerShow author detailsRaiha Browning
Evandro Konzen
Oxford Research Software Engineering
Show author detailsRolesCopyright holderRenata Retkute
Thilbault Lestang
Show author detailsRolesAuthorUniversity of Warwick
Show author detailsRolesCopyright holder
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- Imports5 packages
- Suggests6 packages
- Linking To2 packages