Get model draws combined with input and evaluation data

Usage

get_model_draws_w_data(
  fit_obj_wwinference,
  model_output = c("ww", "hosp"),
  model_type = c("ww", "hosp"),
  forecast_date,
  scenario,
  location,
  eval_data
)

Arguments

fit_obj_wwinference: wwinference_fit object that is returned when wwinference::wwinference() is run.
model_output: the type of model expected observation you want, options are "hosp" and "ww"
model_type: The type of model, options are "ww" and "hosp"
forecast_date: The date the forecast was made
scenario: A name for the scenario that the input data represents, as a string.
location: The location for which the model is being run.
eval_data: The retrospective dataset used to evaluate the model (should have data beyond the forecast date)

Value

a dataframe of model draws subsetted to only the specified output type, joined with the evaluation data and the input calibration data