There are two decisions one has to make when using a VAR to forecast, namely how many variables (denoted by K ) and how many lags (denoted by p ) should be included in the system. The number of coefficients to be estimated in a VAR is equal to K+pK2 K + p K 2 (or 1+pK 1 + p K per equation).