Generative machine learning methods for multivariate ensemble post-processing
Published • Mar 26, 2022
NobleIDNI7P25W77R29S62
Authors:,,
Jieyu Chen
Sebastian Lerch
Tim Janke
Abstract
<p>Statistical post-processing of ensemble forecasts has become a common practice in research to correct biases and errors in calibration. While many of the developments have been focused on univariate methods that calibrate the marginal distributions, practical applications often require accurate m...
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