Forecast model insample to evaluate forecasting performance

Usage

forecast_insample(
  model,
  sample_share = 0.5,
  uncertainty_sample = 100,
  exog_fill_method = "AR",
  plot = TRUE,
  quiet = FALSE
)

model: A model object of class 'osem'.
sample_share: Share of the sample that should be used for the insample forecasting. Must be a numeric and must be either 1 or smaller but larger than 0.
uncertainty_sample: Integer. Number of draws to be made for the error bars. Default is 100.
exog_fill_method: Character, either 'AR', 'auto', or 'last'. When no exogenous values have been provided, these must be inferred. When option 'exog_fill_method = "AR"' then an autoregressive model is used to further forecast the exogenous values. With 'last', simply the last available value is used. 'auto' is an auto.arima model.
plot: Logical. Should the result be plotted? Default is TRUE.
quiet: Logical. Should messages about the forecast procedure be suppressed?

List element.