output
20112022
most citedInformation transfer between turbulent boundary layer and porous media

38 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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4 papers · 1 filter

stat.ME2022★ 3 cited

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…

stat.ME2022★ 18 cited

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…

stat.ME2022★ 23 cited

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…

stat.ME2021★ 15 cited

Diagnosis of model-structural errors with a sliding time-window Bayesian analysis

Han-Fang Hsueh, Anneli Guthke, Thomas Wöhling +1

Deterministic hydrological models with uncertain, but inferred-to-be-time-invariant parameters typically show time-dependent model structural errors. Such errors can occur if a hyd…