Transform Epipredict Climate Output to appropriate hubVerse format — trans_epipredclim

Converts the output from a climatological_forecaster model to the required hub format for submission to a forecasting hub.

Usage

trans_epipredclim_hv(
  fc_output = climate_forecast,
  model_name = "AMPH-epipredict-climate",
  target = "wk inc flu hosp",
  reference_date,
  horizon_time_steps = 0:3
)

Arguments

fc_output: List. The output from the climatological_forecaster model, typically containing a 'predictions' data frame.
model_name: Character. Name of the forecasting model. Default is "AMPH-epipredict-climate".
target: Character. Target variable name. Default is "wk inc flu hosp".
reference_date: Date. The date of the forecast reference. This should be in "YYYY-MM-DD" format.
horizon_time_steps: Integer vector. Time steps for the forecast horizon. Default is 0:3 (0 to 3 weeks ahead).

Value

tibble. A data frame in hub format.

Examples

if (FALSE) { # \dontrun{
library(AMPHForecastSuite)
setup_file_structure(project_dir = "My_Forecast_Project")
# Assuming you have climate_forecast output from climatological_forecaster hub_format
hub_forecast <- trans_epipredclim_hv(fc_output = climate_forecast,
                                    model_name = "AMPH-epipredict-climate",
                                    target = "wk inc flu hosp",
                                    reference_date = forecast_date + 6,
                                    horizon_time_steps = 0:3)
} # }