Models with higher effective dimensions tend to produce more uncertain estimates

Mathematical models are getting increasingly detailed to better predict phenomena or gain more accurate insights into the dynamics of a system of interest, even when there are no validation or training data available. Here, we show through ANOVA and statistical theory that this practice promotes fuz...

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Veröffentlicht in:Science advances 2022-10, Vol.8 (42), p.eabn9450-eabn9450
Hauptverfasser: Puy, Arnald, Beneventano, Pierfrancesco, Levin, Simon A, Lo Piano, Samuele, Portaluri, Tommaso, Saltelli, Andrea
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Sprache:eng
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