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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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Detalles Bibliográficos
Autores principales: Puy, Arnald, Beneventano, Pierfrancesco, Levin, Simon A., Lo Piano, Samuele, Portaluri, Tommaso, Saltelli, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9581491/
https://www.ncbi.nlm.nih.gov/pubmed/36260678
http://dx.doi.org/10.1126/sciadv.abn9450

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