The optimal lag
length is chosen based on a set of statistical selection information criterions viz.
Likelihood Ratio (LR), Final Prediction Error (FPE), Akaike Information Criterion
(AIC), Schwarz Criterion (SC) and Hannan-Quinn Information Criterion (HQ).