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Gerhardus, Andreas (2024) Characterization of causal ancestral graphs for time series with latent confounders. Annals of Statistics, 52 (1), pp. 103-130. Institute of Mathematical Statistics. doi: 10.1214/23-AOS2325. ISSN 0090-5364.
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596kB |
| Item URL in elib: | https://elib.dlr.de/203437/ | ||||||||
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| Document Type: | Article | ||||||||
| Title: | Characterization of causal ancestral graphs for time series with latent confounders | ||||||||
| Authors: |
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| Date: | February 2024 | ||||||||
| Journal or Publication Title: | Annals of Statistics | ||||||||
| Refereed publication: | Yes | ||||||||
| Open Access: | Yes | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | Yes | ||||||||
| In ISI Web of Science: | Yes | ||||||||
| Volume: | 52 | ||||||||
| DOI: | 10.1214/23-AOS2325 | ||||||||
| Page Range: | pp. 103-130 | ||||||||
| Publisher: | Institute of Mathematical Statistics | ||||||||
| ISSN: | 0090-5364 | ||||||||
| Status: | Published | ||||||||
| Keywords: | Causal graph, ancestral graph, time series, latent variable, causal inference, causal discovery | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Space | ||||||||
| HGF - Program Themes: | other | ||||||||
| DLR - Research area: | Raumfahrt | ||||||||
| DLR - Program: | R - no assignment | ||||||||
| DLR - Research theme (Project): | R - no assignment, D - no assignment | ||||||||
| Location: | Jena | ||||||||
| Institutes and Institutions: | Institute of Data Science > Data Analysis and Intelligence | ||||||||
| Deposited By: | Gerhardus, Andreas | ||||||||
| Deposited On: | 19 Dec 2024 10:34 | ||||||||
| Last Modified: | 17 Feb 2025 13:59 |
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