docs: def forecast(self, horizon, **kwargs):
          '''Forecast all time series in the group. See the
          `TimeSeries.forecast()` method for more information.'''
          return DataFrame({ name: series.forecast(horizon, **kwargs) \
              for name, series in self.groups.iteritems() })