Automatic Forecasting Procedure


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Documentation for package ‘prophet’ version 0.2.1

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add_regressor Add an additional regressor to be used for fitting and predicting.
add_seasonality Add a seasonal component with specified period, number of Fourier components, and prior scale.
cross_validation Cross-validation for time series.
fit.prophet Fit the prophet model.
make_future_dataframe Make dataframe with future dates for forecasting.
plot.prophet Plot the prophet forecast.
plot_forecast_component Plot a particular component of the forecast.
predict.prophet Predict using the prophet model.
predictive_samples Sample from the posterior predictive distribution.
prophet Prophet forecaster.
prophet_plot_components Plot the components of a prophet forecast. Prints a ggplot2 with panels for trend, weekly and yearly seasonalities if present, and holidays if present.
simulated_historical_forecasts Simulated historical forecasts.