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: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | bayesplot, readxl, openxlsx, rstan, ggplot2, dplyr |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2024-12-05 |
| 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 |
| Reference manual: | BayesianFitForecast.pdf |
| Vignettes: |
Getting Started with BayesianFitForecast (source, R code) |
| Package source: | BayesianFitForecast_1.0.0.tar.gz |
| Windows binaries: | r-devel: BayesianFitForecast_1.0.0.zip, r-release: BayesianFitForecast_1.0.0.zip, r-oldrel: BayesianFitForecast_1.0.0.zip |
| macOS binaries: | r-devel (arm64): BayesianFitForecast_1.0.0.tgz, r-release (arm64): BayesianFitForecast_1.0.0.tgz, r-oldrel (arm64): BayesianFitForecast_1.0.0.tgz, r-devel (x86_64): BayesianFitForecast_1.0.0.tgz, r-release (x86_64): BayesianFitForecast_1.0.0.tgz, r-oldrel (x86_64): BayesianFitForecast_1.0.0.tgz |
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