Bayesian Compendium - Couverture rigide

Van Oijen, Marcel

Couverture rigide

ISBN 10 : 3031660846 ISBN 13 : 9783031660849

Editeur : Springer International Publishing AG, 2024

Synopsis

Aiming to demystify the approach, it explains how to parameterize and compare models while accounting for uncertainties in data, model parameters and model structures. The literature offers a bewildering variety of techniques (Bayesian calibration, data assimilation, Kalman filtering, model-data fusion, …).

A propos du livre

À propos de l?auteur

Marcel van Oijen studied mathematical biology at the University of Utrecht. He completed his PhD in plant disease epidemiology at Wageningen University, where he worked on modelling the impacts of environmental change on crops. He moved to the U.K. in 1999, becoming a Senior Scientist at the Natural Environment Research Council. There he focused on the use of Bayesian methods in the modelling of ecosystem services provided by grasslands, forests and agroforestry systems. He now works as an independent scientist and as such has written two books: Bayesian Compendium (first edition in 2020) and Probabilistic Risk Analysis and Bayesian Decision Theory (2022).

Détails de l'édition

• Éditeur: Springer International Publishing AG
• Date d'édition: 2024
• Langue: anglais
• ISBN 10: 3031660846
• ISBN 13: 9783031660849
• Reliure: Relié
• Numéro d'édition: 2
• Nombre de pages: 281
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne