Bivariate Gaussian models for wind vectors in a distributional regression framework

<p>A new probabilistic post-processing method for wind vectors is presented in a distributional regression framework employing the bivariate Gaussian distribution. In contrast to previous studies, all parameters of the distribution are simultaneously modeled, namely the location and scale para...

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Bibliographic Details
Main Authors: M. N. Lang, G. J. Mayr, R. Stauffer, A. Zeileis
Format: Article
Language:English
Published: Copernicus Publications 2019-07-01
Series:Advances in Statistical Climatology, Meteorology and Oceanography
Online Access:https://www.adv-stat-clim-meteorol-oceanogr.net/5/115/2019/ascmo-5-115-2019.pdf