Norwegian version
Kristoffer Herland Hellton

Kristoffer Herland Hellton

Fields of study

Academic disciplines

Statistics

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





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