Simulates future paths from a dataset using a fitted model.
Usage
# S3 method for BINNET
generate(x, new_data, specials = NULL, ...)Arguments
- x
An object.
- new_data
A tsibble containing the time points and exogenous regressors to produce forecasts for.
- specials
(passed by
fabletools::generate.mdl_df()).- ...
Other arguments passed to methods
Examples
melb_rain |>
model(nn = BINNET(Wet ~ fourier(K = 1, period = "year"))) |>
generate()
#> # A tsibble: 14 x 4 [1D]
#> # Key: .model, .rep [1]
#> .model .rep Date .sim
#> <chr> <chr> <date> <int>
#> 1 nn 1 2011-11-01 0
#> 2 nn 1 2011-11-02 0
#> 3 nn 1 2011-11-03 0
#> 4 nn 1 2011-11-04 0
#> 5 nn 1 2011-11-05 0
#> 6 nn 1 2011-11-06 1
#> 7 nn 1 2011-11-07 0
#> 8 nn 1 2011-11-08 0
#> 9 nn 1 2011-11-09 1
#> 10 nn 1 2011-11-10 0
#> 11 nn 1 2011-11-11 0
#> 12 nn 1 2011-11-12 1
#> 13 nn 1 2011-11-13 1
#> 14 nn 1 2011-11-14 1