Given coefficients from an arima model, how do you calculate the "fitted value" for the first observation of the series?
For example, given the data (called xshort):
and a call to R:
it is simple to produce the fitted values. For example the second entry in the series is:
But, how is the first fitted value calculated, which from Arima should be