Prediction modelling with many correlated and zero-inflated predictors: assessing a nonnegative garrote approach

Mariella Gregorich, Michael Kammer, Harald Mischak +1

Building prediction models from mass-spectrometry data is challenging due to the abundance of correlated features with varying degrees of zero-inflation, leading to a common intere…