Non-parametric Bayesian mixture of sparse regressions with application towards feature selection for statistical downscaling

Climate projections simulated by Global Climate Models (GCMs) are often used for assessing the impacts of climate change. However, the relatively coarse resolutions of GCM outputs often preclude their application to accurately assessing the effects of climate change on finer regional-scale phenomena...

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Bibliographic Details
Main Authors: D. Das, J. Dy, J. Ross, Z. Obradovic, A. R. Ganguly
Format: Article
Language:English
Published: Copernicus Publications 2014-12-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/21/1145/2014/npg-21-1145-2014.pdf