EITrans::optimize_parameters carries out a search for the optimized parameter combination for EITrans calibration with the input training ensembles forecasts and observations.
optimize_parameters(grid_search, ens_train, obs_train, verbose = F)
| grid_search | A data frame with columns |
|---|---|
| ens_train | A 4-dimensional array as training ensemble forecasts.
Dimensions should be |
| obs_train | A 3-dimensional array for observations that correspond to the
ensemble forecasts. Dimensions should be |
| verbose | Whether to print progress information. |
A list with member offsets calculated with each of the parameter combination and the rank histogram of the calibrated training forecast ensemble with the corresponding parameter combination.