The variance rate estimated at the end of day for day n, when GARCH(1,1) is used, is
On day in the future,
The expected value of is . Hence,
where E denotes expected value. Using this equation repeatedly yields
This equation forecasts the volatility on day using the information available at the end of day . In the EWMA model, and equation (23.13) shows that the expected future variance ...