On the relation between Global VAR Models and Matrix Time Series Models with Multiple Terms
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arXiv
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| Format: | Preprint |
| Veröffentlicht: |
2026
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| _version_ | 1866914327842258944 |
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| author | Kidik, Dietmar Bauer Kurtulus |
| author_facet | Kidik, Dietmar Bauer Kurtulus |
| contents | Matrix valued time series (MaTS) and global vector autoregressive (GVAR) models both impose restrictions on the general VAR for multidimensional data sets, in order to bring down the number of parameters. Both models are motivated from a different viewpoint such that on first sight they do not have much in common. When investigating the models more closely, however, one notices many connections between the two model sets. This paper investigates the relations between the restrictions imposed by the two models. We show that under appropriate restrictions in both models we obtain a joint framework allowing to gain insight into the nature of GVARs from the viewpoint of MaTS. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2602_12710 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | On the relation between Global VAR Models and Matrix Time Series Models with Multiple Terms Kidik, Dietmar Bauer Kurtulus Statistics Theory Applications Matrix valued time series (MaTS) and global vector autoregressive (GVAR) models both impose restrictions on the general VAR for multidimensional data sets, in order to bring down the number of parameters. Both models are motivated from a different viewpoint such that on first sight they do not have much in common. When investigating the models more closely, however, one notices many connections between the two model sets. This paper investigates the relations between the restrictions imposed by the two models. We show that under appropriate restrictions in both models we obtain a joint framework allowing to gain insight into the nature of GVARs from the viewpoint of MaTS. |
| title | On the relation between Global VAR Models and Matrix Time Series Models with Multiple Terms |
| topic | Statistics Theory Applications |
| url | https://arxiv.org/abs/2602.12710 |