Kristoffer H. Hellton
Kristoffer H. Hellton
Verified email at math.uio.no - Homepage
Title
Cited by
Cited by
Year
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...
Nature communications 10 (1), 1-17, 2019
652019
Covariate selection in high-dimensional generalized linear models with measurement error
Ø Sørensen, KH Hellton, A Frigessi, M Thoresen
Journal of Computational and Graphical Statistics 27 (4), 739-749, 2018
272018
Integrative clustering of high-dimensional data with joint and individual clusters
KH Hellton, M Thoresen
Biostatistics 17 (3), 537-548, 2016
232016
The impact of measurement error on principal component analysis
KH Hellton, M Thoresen
Scandinavian Journal of Statistics 41 (4), 1051-1063, 2014
182014
Fridge: Focused fine‐tuning of ridge regression for personalized predictions
KH Hellton, NL Hjort
Statistics in medicine 37 (8), 1290-1303, 2018
92018
Asymptotic distribution of principal component scores for pervasive, high-dimensional eigenvectors
K Hellton, M Thoresen
arXiv preprint arXiv:1401.2781, 2014
52014
Bayesian regional flood frequency analysis for large catchments
TL Thorarinsdottir, KH Hellton, GH Steinbakk, L Schlichting, K Engeland
Water Resources Research 54 (9), 6929-6947, 2018
42018
When and Why are Principal Component Scores a Good Tool for Visualizing High‐dimensional Data?
KH Hellton, M Thoresen
Scandinavian Journal of Statistics 44 (3), 581–597, 2017
42017
Tuning parameter calibration for prediction in personalized medicine
ST Huang, Y Düren, KH Hellton, J Lederer
arXiv preprint arXiv:1909.10635, 2019
22019
Antibodies to multiple receptors are associated with neuropsychiatric symptoms and mortality in Alzheimer’s disease: a longitudinal study
LM Giil, D Aarsland, K Hellton, A Lund, H Heidecke, K Schulze-Forster, ...
Journal of Alzheimer's Disease 64 (3), 761-774, 2018
22018
Multivariate postprocessing methods for high-dimensional seasonal weather forecasts
C Heinrich, KH Hellton, A Lenkoski, TL Thorarinsdottir
Journal of the American Statistical Association, 1-28, 2020
12020
Serum Potassium is associated with cognitive decline in patients with Lewy body dementia
LM Giil, SEH Solvang, MM Giil, KH Hellton, RE Skogseth, AO Vik-Mo, ...
Journal of Alzheimer's Disease 68 (1), 239-253, 2019
12019
Multiple Model-Free Knockoffs
L Holden, K Hellton
arXiv preprint arXiv:1812.04928, 2018
12018
Integrative clustering of high-dimensional data with joint and individual clusters, with an application to the Metabric study
K Hellton, M Thoresen
arXiv preprint arXiv:1410.8679, 2014
12014
Asymptotic distribution of principal component scores connected to pervasive, high-dimensional eigenvectors
K Hellton, M Thoresen
12013
The truth behind the zeros: a new approach to principal component analysis of the Neuropsychiatric Inventory
KH Hellton, J Cummings, AO Vik-Mo, JE Nordrehaug, D Aarsland, ...
Multivariate behavioral research, 1-16, 2020
2020
Penalized angular regression for personalized predictions
KH Hellton
arXiv preprint arXiv:2001.09834, 2020
2020
Influence of single observations on the choice of the penalty parameter in ridge regression
KH Hellton, C Lingjærde, R De Bin
arXiv preprint arXiv:1911.03662, 2019
2019
Postprocessing seasonal weather forecasts
C Heinrich, KH Hellton, A Lenkoski, TL Thorarinsdottir
arXiv preprint arXiv:1907.09716, 2019
2019
The world's first p-value
KH Hellton, J Røislien
Tidsskrift for den Norske Laegeforening: Tidsskrift for Praktisk Medicin, ny …, 2017
2017
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