The blessing of dimensionality for the analysis of climate data
<p>We give a simple description of the blessing of dimensionality with the main focus on the concentration phenomena. These phenomena imply that in high dimensions the lengths of independent random vectors from the same distribution have almost the same length and that independent vectors are...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2021-09-01
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| Series: | Nonlinear Processes in Geophysics |
| Online Access: | https://npg.copernicus.org/articles/28/409/2021/npg-28-409-2021.pdf |