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Causal modelling of heavy-tailed variables and confounders with application to river flow
Confounding variables are a recurrent challenge for causal discovery and inference. In many situations, complex causal mechanisms only manifest themselves in extreme events, or take simpler forms in the extremes. Stimulated by data on extreme river flows and precipitation, we introduce a new causal...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10423152/ https://www.ncbi.nlm.nih.gov/pubmed/37581203 http://dx.doi.org/10.1007/s10687-022-00456-4 |