Blar i Fakultet for informasjonsteknologi og elektroteknikk (IE) på tidsskrift "Stat"
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On the effect of rounding on hypothesis testing when sample size is large
(Peer reviewed; Journal article, 2022)It is well known that sample moments are more sensitive and less robust than order statistics for robustness with respect to outliers. In this article, we show that the situation is exactly the opposite for robustness with ... -
A Stochastic Locally Diffusive Model with Neural Network-Based Deformations for Global Sea Surface Temperature
(Peer reviewed; Journal article, 2021)In this work, we propose a new approach to model large, irregularly distributed spatio-temporal global data via a locally diffusive stochastic partial differential equation (SPDE). The proposed model assumes a local ...