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Detecting Causality using Deep Gaussian Processes
Convergent cross mapping (CCM) is a state space reconstruction (SSR)-based method designed for causal discovery in coupled time series, where Granger causality may not be applicable due to a separability assumption. However, CCM requires a large number of observations and is not robust to observatio...
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| Pubblicato in: | Conf Rec Asilomar Conf Signals Syst Comput |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2020
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7861477/ https://ncbi.nlm.nih.gov/pubmed/33551630 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/IEEECONF44664.2019.9048963 |
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