forecastplot function

Forecast future observations

Generates future predictions of the time series from an inzightts object. The output object includes predicted means, prediction intervals, raw data, and fitted values.

## S3 method for class 'inz_ts'
predict(
  object,
  var = NULL,
  h = 8,
  mult_fit = FALSE,
  pred_model = "auto",
  confint_width = 0.95,
  model_range = NULL,
  ...
)

## S3 method for class 'inz_frct'
plot(x, t_range = NULL, xlab = NULL, ylab = NULL, title = NULL, ...)

Arguments

• object: An inzightts object representing the time series.
• var: A character vector specifying the variable(s) to forecast, or set to NULL to forecast all variables.
• h: The forecast horizon, either the number of observations to predict, or a character string specifying the time interval to predict (e.g., "2 years").
• mult_fit: Logical; set to TRUE for a multiplicative model, or FALSE for the default additive model.
• pred_model: The name of a fable model function or "auto".
• confint_width: A decimal representing the width of the prediction interval.
• model_range: The range of data to be used for fitting forecasts, specified as dates or years.
• ...: Additional arguments (ignored).
• x: An inz_frct object containing the forecasts.
• t_range: The range of data to be plotted, specified as dates or years.
• xlab: A title for the x-axis of the plot.
• ylab: A title for the y-axis of the plot.
• title: A title for the graph.

Returns

An inz_frct object containing the forecasts.

Examples

t <- inzightts(visitorsQ, var = c(2, 4))
## The following two examples are equivalent
pred <- predict(t, names(t)[-1], h = "2 years")
pred <- predict(t, names(t)[-1], h = 8)

## Not run:

plot(pred)
## End(Not run)

See Also

fable-package