add_average_model | Do very basic model averaging |
analysis_one_country | Do entire analysis for one country |
bsts | BSTS with Stan |
bsts_local_trend | BSTS with Stan and local trend |
bsts_wrapper | Wrapper around the functions from the bsts package |
compare_bsts_models | Wrapper to select the best bsts model from the package |
compare_forecasts | Wrapper to compare forecasts |
epipredictr-package | The 'epipredictr' package. |
extract_samples | Extract Predictive Samples From Stanobject |
fit_iteratively | Iteratively fit a model to the data |
fit_stan_model | Fit Stan model |
forecast_one_country | Wrapper to do all the fits that I have |
forecast_table | Extract summary data.frame from forecasts |
full_analysis | Do the full analysis |
get_data | Load Wuhan Data |
linear_regression | Bayesian linear regression with Stan |
my_setup | setup work environment |
plot_forecast_compare | Wrapper to make a visual plot to compare the outputs of... |
plot_pred_vs_true | Plot predictive samples vs. true values |
plot_prior_vs_posterior | Plot prior vs posterior distribution of parameters |
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