Fields of study
Academic disciplines
Publications and research
Scientific publications
Parviero, Riccardo;
Hellton, Kristoffer Herland
; Canright, Geoffrey; Scheel, Ida
(2024).
STAR: Spread of innovations on graph structures with the Susceptible-Tattler-Adopter-Removed model.
19 p.
Stat.
Vol. 13.
https://doi.org/10.1002/sta4.671
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.
https://doi.org/10.23986/afsci.127935
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.
https://doi.org/10.1016/j.jjimei.2022.100127
Hellton, Kristoffer Herland
(2022).
Penalized angular regression for personalized predictions.
Scandinavian Journal of Statistics.
Vol. 50.
https://doi.org/10.1111/sjos.12574
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.
https://doi.org/10.1214/21-EJS1884
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.
https://doi.org/10.1080/20464177.2021.1978745
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.
https://doi.org/10.1080/01621459.2020.1769634
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.
https://doi.org/10.1080/00273171.2020.1736976
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.
https://doi.org/10.3233/JAD-181131
Sørensen, Øystein;
Hellton, Kristoffer Herland
; Frigessi Di Rattalma, Arnoldo; Thoresen, Magne
(2018).
Covariate Selection in High-Dimensional Generalized Linear Models With Measurement Error.
Journal of Computational And Graphical Statistics (JCGS).
Vol. 27.
https://doi.org/10.1080/10618600.2018.1425626