Articles with "boosting multivariate" as a keyword



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Boosting multivariate structured additive distributional regression models

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Published in 2022 at "Statistics in Medicine"

DOI: 10.1002/sim.9699

Abstract: We develop a modelā€based boosting approach for multivariate distributional regression within the framework of generalized additive models for location, scale, and shape. Our approach enables the simultaneous modeling of all distribution parameters of an arbitrary… read more here.

Keywords: distributional regression; boosting multivariate; multivariate; response ... See more keywords