Norwegian version
Kristoffer Herland Hellton

Kristoffer Herland Hellton

Scientific publications

Hellton, Kristoffer Herland ; Amdahl, Helga; Thorarinsdottir, Thordis; Alsheikh, Muath K; Aamlid, Trygve S.; Jørgensen, Marit; Dalmannsdottir, Sigridur; Rognli, Odd Arne (2023). Yield predictions of timothy (Phleum pratense L.) in Norway under future climate scenarios. Agricultural and Food Science. Vol. 32.

Hellton, Kristoffer Herland (2022). Penalized angular regression for personalized predictions. Scandinavian Journal of Statistics. Vol. 50.

Parviero, Riccardo; Hellton, Kristoffer Herland ; Haug, Ola; Engø-Monsen, Kenth; Rognebakke, Hanne Therese Wist; Canright, Geoffrey; Frigessi, Arnoldo; Scheel, Ida (2022). An agent-based model with social interactions for scalable probabilistic prediction of performance of a new product. 12 p. International Journal of Information Management Data Insights. Vol. 2.

Hellton, Kristoffer Herland ; Tveten, Martin; Stakkeland, Morten; Engebretsen, Solveig; Haug, Ola; Aldrin, Magne Tommy (2021). Real-time prediction of propulsion motor overheating using machine learning. 9 p. Journal of Marine Engineering & Technology.

Huang, Shih-Ting; Düren, Yannick; Hellton, Kristoffer Herland ; Lederer, Johannes (2021). Tuning parameter calibration for personalized prediction in medicine. 22 p. Electronic Journal of Statistics. Vol. 15.

Heinrich, Claudio Constantin; Hellton, Kristoffer Herland ; Lenkoski, Alex; Thorarinsdottir, Thordis Linda (2020). Multivariate Postprocessing Methods for High-Dimensional Seasonal Weather Forecasts. 13 p. Journal of the American Statistical Association.

Hellton, Kristoffer Herland ; Cummings, Jeffrey; Vik-Mo, Audun Osland; Nordrehaug, Jan Erik; Aarsland, Dag; Selbæk, Geir; Melvær, Giil Lasse (2020). The Truth behind the Zeros: A New Approach to Principal Component Analysis of the Neuropsychiatric Inventory. 17 p. Multivariate Behavioral Research. Vol. 56.

Melvær, Giil Lasse; Solvang, Stein-Erik Hafstad; Giil, Malin Melvaer; Hellton, Kristoffer Herland ; Skogseth, Ragnhild Eide; Vik-Mo, Audun Osland; Hortobágyi, Tibor; Aarsland, Dag; Nordrehaug, Jan Erik (2019). Serum Potassium Is Associated with Cognitive Decline in Patients with Lewy Body Dementia. Journal of Alzheimer's Disease. Vol. 68.

Thorarinsdottir, Thordis Linda; Hellton, Kristoffer Herland ; Steinbakk, Gunnhildur Högnadóttir; Schlichting, Lena; Engeland, Kolbjørn (2018). Bayesian regional flood frequency analysis for large catchments. Water Resources Research. Vol. 54.

Hellton, Kristoffer Herland ; Hjort, Nils Lid (2018). Fridge: Focused fine‐tuning of ridge regression for personalized predictions. 14 p. Statistics in Medicine. Vol. 37.

These publications are obtained from Cristin. The list may be incomplete