==================================== Calculating firm-level efficiency ==================================== Example: Using StoNED with CNLSG `[.ipynb] `_ ------------------------------------------------------------------------------------------------------------------------------------------------------- .. code:: python # import packages from pystoned import CNLSG, StoNED from pystoned.dataset import load_Finnish_electricity_firm from pystoned.constant import CET_MULT, FUN_COST, RTS_VRS, RED_MOM # import Finnish electricity distribution firms data data = load_Finnish_electricity_firm(x_select=['Energy', 'Length', 'Customers'], y_select=['TOTEX']) # build and optimize the CNLS model model = CNLSG.CNLSG(data.y, data.x, z=None, cet=CET_MULT, fun=FUN_COST, rts=RTS_VRS) model.optimize('email@address') # Calculate firm-level efficiency rd = StoNED.StoNED(model) print(rd.get_technical_inefficiency(RED_MOM))