19 citations · 20 across the 4 of their papers we have counts for
5 papers
Cross Validation for the log Gaussian Cox Process
Hans Montcho, Håvard Rue, Finn Lindgren +4
The log Gaussian Cox Process (LGCP) is one of the most widely used models for the analysis of spatial point patterns. Although Bayesian methods and software for fitting LGCPs are n…
Practical strategies for GEV-based regression models for extremes
Daniela Castro-Camilo, Raphaël Huser, Håvard Rue
The generalised extreme value (GEV) distribution is a three parameter family that describes the asymptotic behaviour of properly renormalised maxima of a sequence of independent an…
Modelling sub-daily precipitation extremes with the blended generalised extreme value distribution
Silius M. Vandeskog, Sara Martino, Daniela Castro-Camilo +1
A new method is proposed for modelling the yearly maxima of sub-daily precipitation, with the aim of producing spatial maps of return level estimates. Yearly precipitation maxima a…
A spliced Gamma-Generalized Pareto model for short-term extreme wind speed probabilistic forecasting
Daniela Castro-Camilo, Raphaël Huser, Håvard Rue
Renewable sources of energy such as wind power have become a sustainable alternative to fossil fuel-based energy. However, the uncertainty and fluctuation of the wind speed derived…
Local likelihood estimation of complex tail dependence structures, applied to U.S. precipitation extremes
Daniela Castro-Camilo, Raphaël Huser
To disentangle the complex non-stationary dependence structure of precipitation extremes over the entire contiguous U.S., we propose a flexible local approach based on factor copul…