Package: BayesianFitForecast 1.0.0
BayesianFitForecast: Bayesian Parameter Estimation and Forecasting for Epidemiological Models
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>.
Authors:
BayesianFitForecast_1.0.0.tar.gz
BayesianFitForecast_1.0.0.zip(r-4.5)BayesianFitForecast_1.0.0.zip(r-4.4)BayesianFitForecast_1.0.0.zip(r-4.3)
BayesianFitForecast_1.0.0.tgz(r-4.4-any)BayesianFitForecast_1.0.0.tgz(r-4.3-any)
BayesianFitForecast_1.0.0.tar.gz(r-4.5-noble)BayesianFitForecast_1.0.0.tar.gz(r-4.4-noble)
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BayesianFitForecast.pdf |BayesianFitForecast.html✨
BayesianFitForecast/json (API)
# Install 'BayesianFitForecast' in R: |
install.packages('BayesianFitForecast', repos = c('https://gchowell.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gchowell/bayesianfitforecast/issues
Last updated 21 days agofrom:f03f3e431d. Checks:OK: 5 ERROR: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 06 2024 |
R-4.5-win | OK | Dec 06 2024 |
R-4.5-linux | OK | Dec 06 2024 |
R-4.4-win | OK | Dec 06 2024 |
R-4.4-mac | ERROR | Dec 06 2024 |
R-4.3-win | OK | Dec 06 2024 |
R-4.3-mac | ERROR | Dec 06 2024 |
Exports:Run_analyzeResultsRun_MCMC
Dependencies:abindbackportsbayesplotBHcallrcellrangercheckmateclicolorspacecpp11crayondescdistributionaldplyrfansifarvergenericsggplot2ggridgesgluegridExtragtablehmsinlineisobandlabelinglatticelifecycleloomagrittrMASSMatrixmatrixStatsmgcvmunsellnlmenumDerivopenxlsxpillarpkgbuildpkgconfigplyrposteriorprettyunitsprocessxprogresspsQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelreadxlrematchreshape2rlangrstanscalesStanHeadersstringistringrtensorAtibbletidyselectutf8vctrsviridisLitewithrzip
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Run Analyze Results with Specified Data and Options | Run_analyzeResults |
Run MCMC Analysis with Specified Option File | Run_MCMC |