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 |