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A Sandwich with Water: Bayesian & Frequentist Inference Under Model Misspecification

In this paper we review basic elements of Frequentist inference, specifically maximum likelihood (ML) and M-estimation, to point out a critical flaw of Bayesian methods for hydrologic model training and uncertainty quantification. Under model misspecification, the sensitivity matrix Âₙ and variabili...

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Bibliografische Detailangaben
Hauptverfasser: Jasper A. Vrugt, Cees G.H. Diks, Ramon de Punder, Peter Grünwald
Format: Artigo
Sprache:Inglês
Veröffentlicht: ARC Alliance 2025-12-01
Schriftenreihe:ARC Geophysical Research
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Online-Zugang:https://janeway.uncpress.org/ARC-GR/article/id/1824/
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