8 citations · 9 across the 2 of their papers we have counts for
4 papers
Penalized angular regression for personalized predictions
Kristoffer H. Hellton
Personalization is becoming an important feature in many predictive applications. We introduce a penalized regression method implementing personalization inherently in the penalty.…
Tuning parameter calibration for prediction in personalized medicine
Shih-Ting Huang, Yannick Düren, Kristoffer H. Hellton +1
Personalized medicine has become an important part of medicine, for instance predicting individual drug responses based on genomic information. However, many current statistical me…
Multivariate postprocessing methods for high-dimensional seasonal weather forecasts
Claudio Heinrich, Kristoffer H. Hellton, Alex Lenkoski +1
Seasonal weather forecasts are crucial for long-term planning in many practical situations and skillful forecasts may have substantial economic and humanitarian implications. Curre…
Multiple Model-Free Knockoffs
Lars Holden, Kristoffer Hellton
Model-free knockoffs is a recently proposed technique for identifying covariates that is likely to have an effect on a response variable. The method is an efficient method to contr…