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For AR(p), we can estimate it by solve the Yule-Walker equations, but for an MA(q) process, how do we estimate its parameters?
AR(1) in error: estimated generalized least square or lagged variables or distributed lags
as shown in http://www.xycoon.com/autocorrelation.htm