Methods for Bayesian parameter estimation and forecasting in epidemiological models. Functions enable model fitting using Bayesian methods and generate forecasts with uncertainty quantification. Implements approaches described in <doi:10.48550/arXiv.2411.05371> and <doi:10.1002/sim.9164>.
| Version: | 1.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | bayesplot,readxl,xlsx,loo,openxlsx,rstan,ggplot2,stringr,gridExtra,dplyr |
| Suggests: | knitr,rmarkdown,testthat (≥ 3.0.0) |
| Published: | 2025-08-19 |
| DOI: | 10.32614/CRAN.package.BayesianFitForecast |
| Author: | Hamed Karami [aut], Amanda Bleichrodt [aut], Ruiyan Luo [aut], Gerardo Chowell [aut, cre] |
| Maintainer: | Gerardo Chowell <gchowell at gsu.edu> |
| BugReports: | https://github.com/gchowell/BayesianFitForecast/issues |
| License: | CC0 |
| URL: | https://github.com/gchowell/BayesianFitForecast |
| NeedsCompilation: | no |
| In views: | Epidemiology |
| CRAN checks: | BayesianFitForecast results |