Post-processing multiensemble temperature and precipitation forecasts through an exchangeable normal-gamma model and its Tobit extension

DOI10.1007/s13253-019-00358-2zbMath1426.62338arXiv1804.09233OpenAlexW3098397752MaRDI QIDQ2419846

Pierre Barbillon, Marie Courbariaux, Luc Perreault, Eric Parent

Publication date: 4 June 2019

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1804.09233

zbMATH Keywords

temperatureprecipitationEM algorithmsstatistical post-processingensemble numerical weather predictionhierarchical latent variable models

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

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Cites Work

• Water flow probabilistic predictions based on a rainfall-runoff simulator: a two-regime model with variable selection
• Symmetric Measures on Cartesian Products
• Sampling-Based Approaches to Calculating Marginal Densities
• Understanding Uncertainty
• Probabilistic Forecasts, Calibration and Sharpness
• Uncertainty quantification in complex simulation models using ensemble copula coupling
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