Geoadditive modeling for extreme rainfall data

DOI10.1007/s10182-012-0192-7zbMath1443.62399OpenAlexW2082642576WikidataQ111093891 ScholiaQ111093891MaRDI QIDQ1621237

Chiara Bocci, Enrica Caporali, Alessandra Petrucci

Publication date: 8 November 2018

Published in: AStA. Advances in Statistical Analysis (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10446/25276

zbMATH Keywords

generalized extreme value distributiongeoadditive modelhydrologic processes

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12) Statistics of extreme values; tail inference (62G32) Geostatistics (86A32)

Related Items

Spatial statistics for environmental studies

Uses Software

• R
• SemiPar
• BRugs
• OpenBUGS
• ismev
• clusfind

Cites Work

• Mixed model-based additive models for sample extremes
• Spatial hierarchical modeling of precipitation extremes from a regional climate model
• Geoadditive Models
• Bayesian Spatial Modeling of Extreme Precipitation Return Levels
• Finding Groups in Data
• Semiparametric Regression
• Local Likelihood Smoothing of Sample Extremes
• Likelihood-Based Inference for Max-Stable Processes
• Generalized Additive Modelling of Sample Extremes
• An introduction to statistical modeling of extreme values
• Statistical modeling of spatial extremes
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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