The study also generates an out-of-sample
forecast to analyze and compare the statistical results from all the models in order to
determine the accuracy of which methods are more accurate in terms of statistical criteria
and visual proximity with the actual prices. The results show that multivariate time series
models outperform univariate time series models in term of forecasting accuracy