R: Forecast a model from the fable package

forecast.ETS {fable}

R Documentation

Forecast a model from the fable package

Produces forecasts from a trained model.

## S3 method for class 'ETS'
forecast(
  object,
  new_data,
  specials = NULL,
  simulate = FALSE,
  bootstrap = FALSE,
  times = 5000,
  ...
)

`object`	The time series model used to produce the forecasts
`new_data`	A `tsibble` containing future information used to forecast.
`specials`	(passed by `fabletools::forecast.mdl_df()`).
`simulate`	If `TRUE`, prediction intervals are produced by simulation rather than using analytic formulae.
`bootstrap`	If `TRUE`, then forecast distributions are computed using simulation with resampled errors.
`times`	The number of sample paths to use in estimating the forecast distribution if simulated intervals are used.
`...`	Additional arguments for forecast model methods.

A list of forecasts.

as_tsibble(USAccDeaths) %>%
  model(ets = ETS(log(value) ~ season("A"))) %>%
  forecast()

[Package fable version 0.3.0 Index]