Statistical Analysis of Time Series
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Cites background or methods from "Statistical Analysis of Time Series..."
...Standard theory (Anderson, 1971) yields that a rather general class of covariance-stationary multivariate process—including many nonlinear processes—may be modelled as VARs, albeit of theoretically infinite order (see also the next Section)....
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...Standard theory (Anderson, 1971) yields that a rather general class of covariance-stationary multivariate process—including many nonlinear processes—may be modelled as VARs, albeit of theoretically infinite order (see also the next section)....
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...For a VAR process (1), the autocovariance sequence is related to the VAR parameters via the Yule-Walker equations (Anderson, 1971)...
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657 citations
Cites background from "Statistical Analysis of Time Series..."
...Even substantially nonlinear interactions that unfold over a small number of observations can sometimes be approximated by a (linear) VAR model with a large model order (Anderson, 1971)....
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587 citations
367 citations
Cites background from "Statistical Analysis of Time Series..."
...is a specific realization of a random process, where the randomness arises from many independent degrees of freedom interacting linearly [4]....
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References
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