Controlling false discoveries in high-dimensional situations: Boosting with stability selection

Benjamin Hofner, Luigi Boccuto, Markus Göker

Modern biotechnologies often result in high-dimensional data sets with much more variables than observations (n $\ll$ p). These data sets pose new challenges to statistical analysi…