The intersection of past and future for multivariate stationary processes
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- by Akihiko Inoue, Yukio Kasahara and Mohsen Pourahmadi
- Proc. Amer. Math. Soc. 144 (2016), 1779-1786
- DOI: https://doi.org/10.1090/proc/12869
- Published electronically: September 9, 2015
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Abstract:
We consider an intersection of past and future property of multivariate stationary processes which is the key to deriving various representation theorems for their linear predictor coefficient matrices. We extend useful spectral characterizations for this property from univariate processes to multivariate processes.References
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Bibliographic Information
- Akihiko Inoue
- Affiliation: Department of Mathematics, Hiroshima University, Higashi-Hiroshima 739-8526, Japan
- Email: inoue100@hiroshima-u.ac.jp
- Yukio Kasahara
- Affiliation: Department of Mathematics, Hokkaido University, Sapporo 060-0811, Japan
- MR Author ID: 676493
- Email: y-kasa@math.sci.hokudai.ac.jp
- Mohsen Pourahmadi
- Affiliation: Department of Statistics, Texas A&M University, College Station, Texas 77843
- MR Author ID: 141590
- Email: pourahm@stat.tamu.edu
- Received by editor(s): December 31, 2014
- Received by editor(s) in revised form: April 17, 2015
- Published electronically: September 9, 2015
- Additional Notes: The third author was supported by NFS grant DMS-1309586.
- Communicated by: Mark M. Meerschaert
- © Copyright 2015 American Mathematical Society
- Journal: Proc. Amer. Math. Soc. 144 (2016), 1779-1786
- MSC (2010): Primary 60G10; Secondary 62M10, 60G25
- DOI: https://doi.org/10.1090/proc/12869
- MathSciNet review: 3451253