38 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of StuttgartDE22 papers
- Simulation Technologies (United States)US2 papers
- American Institute of Aeronautics and AstronauticsUS1 paper
- AO FoundationCH1 paper
- Chalmers University of TechnologySE1 paper
- Delft University of TechnologyNL1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Flatiron Health (United States)US1 paper
- Flatiron Institute1 paper
- Heidelberg UniversityDE1 paper
- Karlsruhe Institute of TechnologyDE1 paper
- Laboratoire de Probabilités, Statistique et ModélisationFR1 paper
3 papers · 2 filters
Non-stationary max-stable models with an application to heavy rainfall data
Carolin Forster, Marco Oesting
In recent years, parametric models for max-stable processes have become a popular choice for modeling spatial extremes because they arise as the asymptotic limit of rescaled maxima…
Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy
Paul-Christian Bürkner, Maximilian Scholz, Stefan T. Radev
Probabilistic (Bayesian) modeling has experienced a surge of applications in almost all quantitative sciences and industrial areas. This development is driven by a combination of s…
Intuitive Joint Priors for Bayesian Linear Multilevel Models: The R2D2M2 prior
Javier Enrique Aguilar, Paul-Christian Bürkner
The training of high-dimensional regression models on comparably sparse data is an important yet complicated topic, especially when there are many more model parameters than observ…