80 citations · 127 across the 12 of their papers we have counts for
3 papers · 1 filter
High-resolution Bayesian mapping of landslide hazard with unobserved trigger event
Thomas Opitz, Haakon Bakka, Raphaël Huser +1
Statistical models for landslide hazard enable mapping of risk factors and landslide occurrence intensity by using geomorphological covariates available at high spatial resolution.…
A diffusion-based spatio-temporal extension of Gaussian Matérn fields
Finn Lindgren, Haakon Bakka, David Bolin +2
Gaussian random fields with Matérn covariance functions are popular models in spatial statistics and machine learning. In this work, we develop a spatio-temporal extension of the G…
A principled distance-based prior for the shape of the Weibull model
Janet van Niekerk, Haakon Bakka, Haavard Rue
The use of flat or weakly informative priors is popular due to the objective a priori belief in the absence of strong prior information. In the case of the Weibull model the improp…