A Bayesian spatio-temporal model for precipitation extremes -- STOR team contribution to the EVA2017 challenge

DOI10.1007/s10687-018-0330-zzbMath1404.62133OpenAlexW2809413761MaRDI QIDQ1792629

Emma S. Simpson, Christian Rohrbeck, Anna Maria Barlow, Paul Sharkey, Rob Shooter

Publication date: 12 October 2018

Published in: Extremes (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10687-018-0330-z

zbMATH Keywords

extreme value analysisMarkov chain Monte Carlospatio-temporal dependenceprecipitation extremesBayesian hierarchical modelling

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Asymptotic distribution theory in statistics (62E20) Applications of statistics to environmental and related topics (62P12) Bayesian inference (62F15) Statistics of extreme values; tail inference (62G32)

Related Items (1)

Modelling dependency effect to extreme value distributions with application to extreme wind speed at Port Elizabeth, South Africa: a frequentist and Bayesian approaches

Uses Software

• spBayes
• ismev

Cites Work

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