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Specification of echelon form VARMA models

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  • D.S. POSKITT

Abstract

The echelon form of a vector autoregressive moving average (VARMA) model is considered. Its advantages over other identified VARMA representations are discussed. Furthermore, a general strategy for specifying echelon form VARMA models from data is presented. Specifically, procedures for choosing the Kronecker indices that characterize an echelon form are reviewed. The feasibility of the method is demonstrated by analyzing a well-known set of flour price time series and the term structure of German interest rates.
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  • D.S. Poskitt, "undated". "Specification of echelon form VARMA models," Statistic und Oekonometrie 9305, Humboldt Universitaet Berlin.
    • Handle: RePEc:wop:humbse:9305
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    References listed on IDEAS

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