449 citations · 986 across the 29 of their papers we have counts for
4 papers · 1 filter
On a generalization of Matérn hard-core processes with applications to max-stable processes
Martin Dirrler, Martin Schlather
The Matérn hard-core processes are classical examples for point process models obtained from (marked) Poisson point processes. Points of the original Poisson process are deleted ac…
A general class of mosaic random fields
Dimitri Schwab, Martin Schlather, Jürgen Potthoff
We present a model of a random field on a topological space that unifies well-known models such as the Poisson hyperplane tessellation model, the random token model, and the de…
Estimating space-time trend and dependence of heavy rainfall
Ana Ferreira, Petra Friederichs, Laurens de Haan +2
A new approach for evaluating time-trends in extreme values accounting also for spatial dependence is proposed. Based on exceedances over a space-time threshold, estimators for a t…
A Matern based multivariate Gaussian random process for a consistent model of the horizontal wind components and related variables
Rüdiger Hewer, Petra Friederichs, Andreas Hense +1
The integration of physical relationships into stochastic models is of major interest e.g. in data assimilation. Here, a multivariate Gaussian random field formulation is introduce…