This video explores the step by step procedure (Box Jenkins approach) in making ARMA model and then building up to ARCH - GARCH model. It includes tests like VARSOC, Dfuller, ac, pac, archlm etc. At the end the models were compared using AIC and BIC values and then forecasting is applied.