Transform forecast package Output to appropriate hubVerse format

Converts the output from a forecasting model from the `forecast` package to the required hub format for submission to a forecasting hub.

Usage

trans_forecastpkg_hv(
  fc_output = fc_sarima,
  model_name = "AMPH-sarima",
  target = "wk inc flu hosp",
  reference_date,
  horizon_time_steps = 0:3,
  geo_ids = "md"
)

Arguments

fc_output

Data frame. Output from a `forecast` package forecasting model.

model_name

Character. Name of the forecasting model. Default is "AMPH-epipredict-arx".

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).

geo_ids

Character vector. Geographic location identifiers. Default is "md".

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 ARX forecast output
hub_forecast <- trans_forecastpkg_hv(fc_output = fc_sarima,
                   model_name = "AMPH-sarima",
                   target = "wk inc flu hosp",
                   reference_date = forecast_date + 6,
                   horizon_time_steps = 0:3,
                   geo_ids = "md")
                   } # }