run_ensemble: Run ensembling methods

In covid19-forecast-hub-europe/EuroForecastHub: What the Package Does (One Line, Title Case)

Run ensembling methods

Description

Run ensembling methods

Usage

run_ensemble(
  method = "mean",
  forecast_date,
  exclude_models = NULL,
  min_nmodels = 0,
  return_criteria = TRUE,
  verbose = FALSE,
  exclude_designated_other = TRUE,
  identifier = "",
  rel_wis_cutoff = Inf,
  ...
)

Arguments

method	name of ensembling method
forecast_date	date or character
exclude_models	optional character vector to exclude over all dates, or data.frame with cols model and forecast_date, to exclude for specific dates
min_nmodels	minimum number of models to create an ensemble
return_criteria	logical : whether to return a model/inclusion criteria grid as well as the ensemble forecast (default TRUE)
verbose	Logical determining whether diagnostic messages should be printed while running (defaults to FALSE).
exclude_designated_other	logical: whether to exclude models designated as "other" in their metadata file (default TRUE)
identifier	an identifier to prepend to each model name
rel_wis_cutoff	numeric: any model with relative WIS greater than this value will be excluded
...	arguments passed to create_ensemble_relative_skill()

Details

Used to create a single ensemble forecast. Takes a forecast date and loads all forecasts for the preceding week, then: Filters models according to criteria Ensembles forecasts according to given method Formats ensemble forecast Returns ensemble forecast and optionally the criteria for inclusion

covid19-forecast-hub-europe/EuroForecastHub documentation built on July 2, 2023, 3:03 p.m.