A note on Johansen's rank conditions and the Jordan form of a matrix

This note presents insights on the Jordan structure of a matrix which are derived from an extension of the and conditions in Johansen (1996). It is first observed that these conditions not only characterize, as it is well known, the size (1 or 2) of the largest Jordan block in the Jordan form of the companion matrix but more generally the geometric multiplicities, the algebraic multiplicities and the whole Jordan structure for eigenvalues of index 1 or 2. In the context of the Granger representation theorem, this means that the Johansen rank conditions do more than determine the order of integration of the process. It is then shown that an extension of these conditions leads to the characterization of the Jordan structure of any matrix.

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Publication Details

Journal
Journal of Time Series Analysis
Published
2024-10-28
DOI
https://doi.org/10.1111/jtsa.12789
Primary Topic
Matrix Theory and Algorithms
Type
article
Field-Weighted Citation Impact
0.00

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article

A note on Johansen's rank conditions and the Jordan form of a matrix

Massimo Franchi
Journal of Time Series Analysis
Matrix Theory and Algorithms
article

A note on Johansen's rank conditions and the Jordan form of a matrix

Massimo Franchi
article en

Abstract

This note presents insights on the Jordan structure of a matrix which are derived from an extension of the and conditions in Johansen (1996). It is first observed that these conditions not only characterize, as it is well known, the size (1 or 2) of the largest Jordan block in the Jordan form of the companion matrix but more generally the geometric multiplicities, the algebraic multiplicities and the whole Jordan structure for eigenvalues of index 1 or 2. In the context of the Granger representation theorem, this means that the Johansen rank conditions do more than determine the order of integration of the process. It is then shown that an extension of these conditions leads to the characterization of the Jordan structure of any matrix.

Journal of Time Series AnalysisVol. 46(4)
Sapienza University of Rome (IT)
University of Oxford, Ministero dell'Università e della Ricerca
Openalex Percentile: Top 77%
Matrix Theory and Algorithms
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