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 and .


Reference manual

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install.packages("BayesianFitForecast")

1.1.1 by Gerardo Chowell, 3 months ago


https://github.com/gchowell/BayesianFitForecast


Report a bug at https://github.com/gchowell/BayesianFitForecast/issues


Browse source code at https://github.com/cran/BayesianFitForecast


Authors: Hamed Karami [aut] , Amanda Bleichrodt [aut] , Ruiyan Luo [aut] , Gerardo Chowell [aut, cre]


Documentation:   PDF Manual  


CC0 license


Imports bayesplot, readxl, loo, openxlsx, rstan, ggplot2, dplyr

Suggests knitr, rmarkdown, testthat


See at CRAN