Simulation of BrownResnick processes

M Oesting, Z Kabluchko, M Schlather - Extremes, 2012 - Springer
… of BrownResnick processes based on the fractional Brownian motion we perform a
simulation … The presented simulation techniques turn out to provide remarkable improvements. …

Estimation of hüsler–reiss distributions and brownresnick processes

S Engelke, A Malinowski, Z Kabluchko… - Journal of the Royal …, 2015 - academic.oup.com
simulation study compares the performance of the new estimators with other commonly used
methods. As an application, we fit a non-isotropic BrownResnick process … in the simulation

An equivalent representation of the BrownResnick process

S Engelke, Z Kabluchko, M Schlather - Statistics & probability letters, 2011 - Elsevier
… Diffusions from anywhere outside the simulation window can therefore influence the value
of the BrownResnick process inside the simulation window. However, since the diffusions …

[PDF][PDF] Conditional simulations of Brown-Resnick processes

C Dombry, F Éyi-Minko, M Ribatet - Preprint, 2011 - cdombry.perso.math.cnrs.fr
… Figure 7 plots the pointwise 0·025, 0·5 and 0·975 sample quantiles obtained from 1000
conditional simulations of our fitted BrownResnick process. The conditional median provides a …

Bayesian inference for the Brown-Resnick process, with an application to extreme low temperatures

E Thibaud, J Aalto, DS Cooley, AC Davison… - The Annals of Applied …, 2016 - JSTOR
… which the full likelihood of a BrownResnick process can be calculated, using … simulations
of winter minima fields from M3, which show how the strong dependence in the BrownResnick

Anisotropic Brown-Resnick space-time processes: estimation and model assessment

S Buhl, C Klüppelberg - Extremes, 2016 - Springer
simulation diagnostics based on a large number of iid simulated anisotropic Brown-Resnick
space-time processes. … that the anisotropic Brown-Resnick space-time process with the fitted …

Statistical post-processing of forecasts for extremes using bivariate Brown-Resnick processes with an application to wind gusts

M Oesting, M Schlather, P Friederichs - Extremes, 2017 - Springer
… only consist of marginal transformations, the conditional simulation in the second step is the
… designed for conditional simulation of univariate Brown-Resnick processes, can directly be …

Exact simulation of Brown-Resnick random fields at a finite number of locations

AB Dieker, T Mikosch - Extremes, 2015 - Springer
… an exact simulation method for the Brown-Resnick process with Gumbel marginals, we also
have an exact simulation method for this process with … For example, the processes eη and −e …

Efficient simulation of BrownResnick processes based on variance reduction of Gaussian processes

M Oesting, K Strokorb - Advances in Applied Probability, 2018 - cambridge.org
… of BrownResnick processes can improve the efficiency or accuracy of the simulation and
… can compete with state-of-the-art simulation when an error is admitted. Dealing with these …

Simulationsverfahren fuer Brown-Resnick-Prozesse (Simulation Techniques for Brown-Resnick Processes)

M Oesting - arXiv preprint arXiv:0911.4389, 2009 - arxiv.org
… of the generalized Brown-Resnick processes - including … simulation purposes. Furthermore,
error bounds are calculated in the case of the original process by Brown and Resnick (1977). …