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11/02/2020
Gradient Boosting for Linear Mixed Models
Gradient boosting from the field of statistical learning is widely known...
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12/13/2019
Addressing cluster-constant covariates in mixed effects models via likelihood-based boosting techniques
Boosting techniques from the field of statistical learning have grown to...
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10/24/2018
Extension of the Gradient Boosting Algorithm for Joint Modeling of Longitudinal and Time-to-Event data
In various data situations joint models are an efficient tool to analyze...
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02/27/2017
An update on statistical boosting in biomedicine
Statistical boosting algorithms have triggered a lot of research during ...
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09/09/2016