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Gerhardus, Andreas and Runge, Jakob (2022) Numerical study of constraint-based time series causal discovery algorithms on synthetic data with heavy-tailed noise distributions. Workshop on Combining Causal Inference and Extreme Value Theory in the Study of Climate Extremes and their Causes, 2022-06-26 - 2022-07-01, Hybrid (Kelowna, Kanada, und virtuell).
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Official URL: http://www.birs.ca/events/2022/5-day-workshops/22w5079/videos/watch/202206290900-Gerhardus.html
| Item URL in elib: | https://elib.dlr.de/191030/ | ||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||
| Title: | Numerical study of constraint-based time series causal discovery algorithms on synthetic data with heavy-tailed noise distributions | ||||||||||||
| Authors: |
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| Date: | June 2022 | ||||||||||||
| Refereed publication: | No | ||||||||||||
| Open Access: | No | ||||||||||||
| Gold Open Access: | No | ||||||||||||
| In SCOPUS: | No | ||||||||||||
| In ISI Web of Science: | No | ||||||||||||
| Status: | Published | ||||||||||||
| Keywords: | causal discovery, causality, time series, extreme values, heavy tails | ||||||||||||
| Event Title: | Workshop on Combining Causal Inference and Extreme Value Theory in the Study of Climate Extremes and their Causes | ||||||||||||
| Event Location: | Hybrid (Kelowna, Kanada, und virtuell) | ||||||||||||
| Event Type: | Workshop | ||||||||||||
| Event Start Date: | 26 June 2022 | ||||||||||||
| Event End Date: | 1 July 2022 | ||||||||||||
| 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 | ||||||||||||
| Location: | Jena | ||||||||||||
| Institutes and Institutions: | Institute of Data Science > Data Analysis and Intelligence | ||||||||||||
| Deposited By: | Gerhardus, Andreas | ||||||||||||
| Deposited On: | 05 Dec 2022 11:15 | ||||||||||||
| Last Modified: | 31 May 2024 11:12 |
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