Background and activities
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
- (2021) Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach. Atmospheric Environment. vol. 248.
- (2021) Integration of presence-only data from several sources: a case study on dolphins' spatial distribution. Ecography.
- (2017) Effects of Increased Wind Power Generation on Mid-Norway’s Energy Balance under Climate Change: A Market Based Approach. Energies. vol. 10 (2).
- (2015) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. Spatial Statistics. vol. 14 C.
- (2013) Animal Models and Integrated Nested Laplace Approximations. G3: Genes, Genomes, Genetics. vol. 3 (8).
- (2013) Fitting complex ecological point process models with integrated nested Laplace approximation. Methods in Ecology and Evolution. vol. 4 (4).
- (2012) Hierarchical analysis of spatially autocorrelated ecological data using integrated nested Laplace approximation. Methods in Ecology and Evolution. vol. 3 (5).
- (2011) Estimating stochastic volatility models using integrated nested Laplace approximations. European Journal of Finance. vol. 17 (7).
- (2011) Approximate Bayesian Inference for Survival Models. Scandinavian Journal of Statistics. vol. 38 (3).
- (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics. vol. 36 (1).
- (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. Journal of The Royal Statistical Society Series B-statistical Methodology. vol. 71.
- (2007) Approximate Bayesian inference for hierarchical Gaussian Markov random field models. Journal of Statistical Planning and Inference. vol. 137.
Part of book/report
- (2019) Benchmarking Hydro Operation by Use of a Simulator. Proceedings of the 6th International Workshop on Hydro Scheduling in Competitive Electricity Markets.
- (2015) Integrated nested Laplace approximations (INLA). Wiley StatsRef: Statistics Reference Online.
- (2017) A stochastic weather generator based on resampling historical ensemble weather forecasts and its application to hydrological simulation. 2017. SINTEF Rapport (2017:00835).
- (2016) Detrending og klimakorrigering av historiske tilsigs- og temperaturserier. 2016. NR-notat (SAMBA/27/16).
- (2014) Estimation of a non-stationary model for annual precipitation in southern Norway using replicates of the spatial field. 2014. arXiv.org (1412.2798).
- (2014) Weather generator: results from a pilot study. 2014. ISBN 978-82-594-3627-6. SINTEF Energi. Rapport (TR A7350).
- (2014) Statistical properties of historical inflow series for long-term models. 2014. NR-notat (SAMBA/11/14).
- (2013) Spatial Modelling of Temperature and Humidity using Systems of Stochastic Partial Differential Equations. 2013.