376 citations · 673 across the 11 of their papers we have counts for
3 papers · 1 filter
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…
Boosting Joint Models for Longitudinal and Time-to-Event Data
Elisabeth Waldmann, David Taylor-Robinson, Nadja Klein +4
Joint Models for longitudinal and time-to-event data have gained a lot of attention in the last few years as they are a helpful technique to approach common a data structure in cli…
A Statistical Model for the Analysis of Beta Values in DNA Methylation Studies
Leonie Weinhold, Simone Wahl, Matthias Schmid
Background: The analysis of DNA methylation is a key component in the development of personalized treatment approaches. A common way to measure DNA methylation is the calculation o…