HOMER Knowledge Base

HOMER Knowledge Base

Autoregressive sequence

I would like further information about the first-order autoregressive sequences

 

In an autoregressive sequence, the value in one time step depends on the values in earlier time steps.  You can generate a first-order autoregressive sequence z1, z2, z3, ... using the following model:

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Where a is a coefficient between zero and one, and f(t) is a random value drawn from an uncorrelated set.  The appropriate value for a is the desired autocorrelation factor.