prediction intervals

[ellisp]

We're reluctant to add this xgboost functionality to forecastHybrid until

1. this time series implementation has been proven to work in a wide variety of situations (eg against Mcomp and Tcomp data at a minimum) ; and
2. we have prediction intervals of some sort.

We might be able to mimic the approach used by forecast::nnetar.