The performance of the SARIMA model was measured in terms
of MAPE and RMSE for in-sample (training) and out-sample (test)
data, are shown in Table 1. The results of the SARIMA model show
that the model's performance is consistent both in training and
testing. The residuals appear to be not normally distributed. LjungBox
Q test also proves the same.