Representation of Cointegrated Autoregressive Processes with Application to Fractional Processes
Soren Johansen
Econometric Reviews, 2009, vol. 28, issue 1-3, 121-145
Abstract:
We analyze vector autoregressive processes using the matrix valued characteristic polynomial. The purpose of this article is to give a survey of the mathematical results on inversion of a matrix polynomial in case there are unstable roots, to study integrated and cointegrated processes. The new results are in the I(2) representation, which contains explicit formulas for the first two terms and a useful property of the third. We define a new error correction model for fractional processes and derive a representation of the solution.
Keywords: Error correction models; Fractional autoregressive model; Granger representation; Integration of order 1 and 2 (search for similar items in EconPapers)
Date: 2009
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Citations: View citations in EconPapers (28)
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Persistent link: https://EconPapers.repec.org/RePEc:taf:emetrv:v:28:y:2009:i:1-3:p:121-145
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DOI: 10.1080/07474930802387977
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