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Suboptimal human inference can invert the bias-variance trade-off for decisions with asymmetric evidence

Solutions to challenging inference problems are often subject to a fundamental trade-off between: 1) bias (being systematically wrong) that is minimized with complex inference strategies, and 2) variance (being oversensitive to uncertain observations) that is minimized with simple inference strategi...

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Detalles Bibliográficos
Autores principales: Eissa, Tahra L., Gold, Joshua I., Josić, Krešimir, Kilpatrick, Zachary P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9337699/
https://www.ncbi.nlm.nih.gov/pubmed/35853038
http://dx.doi.org/10.1371/journal.pcbi.1010323