Question: Suppose that a three-dimensional VARMA process ???????? has Kronecker indices ????1 = 3, ????2 = 1, and ????3 = 2. (a) Write the form of
Suppose that a three-dimensional VARMA process ???????? has Kronecker indices ????1 = 3, ????2 = 1, and ????3 = 2.
(a) Write the form of the coefficient matrices ????#
???? and ????#
???? in the echelon canonical ARMA model structure of equation (14.7.1) for this process.
(b) For this process {????????}, describe the nature of the zero canonical correlations that occur in the canonical correlation analysis of the past vector
???? ???? = (????′
????
, ????′
????−1, …)′ and various future vectors ????∗
????+1.
(c) Write the form of the minimal dimension echelon state-space model corresponding to the echelon canonical ARMA model for this process.
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