If the model is an ARMAX, you must provide out of sample
values for the exogenous variables. This should not include
the constant. Note that you’ll need to pass k_ar additional
lags for any exogenous variables. E.g., if you fit an ARMAX(2, q)
model and want to predict 5 steps, you need 7 observations
to do this.