time series in R

Paul Gilbert pgilbert@bank-banque-canada.ca
Mon, 19 Jul 1999 17:37:04 -0400


>    4.  The notation for ARMA models may well be the stuff that
>        holy wars are made of,
...
For this episode of the war perhaps we should stick with univariate
arima as in S, and use the same notation. For the multivariate episode I
like

A(L) y(t) = B(L) e(t) + C(L) u(t)

for ARMA models and

z(t) = F z(t-1) + G u(t) +K e(t-1)
y(t) = H z(t) + e(t)

for state-space models. I think it is important to think about
state-space and ARMA together, in order to try and have a consistent
approach.

Paul Gilbert

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