def model_ARIMA_2(ts, order): from statsmodels.tsa.arima_model import ARIMA from statsmodels.tsa.arima_model import ARIMAResults model = ARIMA(ts, order = order) model_fit = model.fit(disp=0, method='mle', trend='nc') BIC = ARIMAResults.bic(model_fit) print('Testing model of order: ' + str(order) + ' with BIC = ' + str(BIC)) return(BIC, order, model_fit)