376 citations · 673 across the 11 of their papers we have counts for
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stat.CO2016★ 73 cited
Stability selection for component-wise gradient boosting in multiple dimensions
Janek Thomas, Andreas Mayr, Bernd Bischl +3
We present a new algorithm for boosting generalized additive models for location, scale and shape (GAMLSS) that allows to incorporate stability selection, an increasingly popular w…
stat.CO2014★ 11 cited
gamboostLSS: An R Package for Model Building and Variable Selection in the GAMLSS Framework
Benjamin Hofner, Andreas Mayr, Matthias Schmid
Generalized additive models for location, scale and shape (GAMLSS) are a flexible class of regression models that allow to model multiple parameters of a distribution function, suc…