61 citations · 259 across the 17 of their papers we have counts for
6 papers · 1 filter
Evidence Synthesis in Probabilistic Extreme Event Attribution: From Attribution Measures to Model Parameters
Erik Haufs, Axel Bücher, Jonas Schröter
Probabilistic extreme event attribution aims to quantify how anthropogenic climate change has altered the likelihood or intensity of a class of extreme events. Existing studies com…
Copulas for Geostatistical Data: Foundations, Modeling Principles and Statistical Inference
Axel Bücher, Nadja Klein
Spatial statistics commonly describes spatial dependence through second-order quantities such as covariance functions and variograms, often within Gaussian random-field models and…
Regional Pooling in Extreme Event Attribution Studies: an Approach Based on Multiple Statistical Testing
Leandra Zanger, Axel Bücher, Frank Kreienkamp +2
Statistical methods are proposed to select homogeneous locations when analyzing spatial block maxima data, such as in extreme event attribution studies. The methods are based on cl…
Combining cumulative sum change-point detection tests for assessing the stationarity of univariate time series
Axel Bücher, Jean-David Fermanian, Ivan Kojadinovic
We derive tests of stationarity for univariate time series by combining change-point tests sensitive to changes in the contemporary distribution with tests sensitive to changes in…
Nonparametric tests for detecting breaks in the jump behaviour of a time-continuous process
Axel Bücher, Michael Hoffmann, Mathias Vetter +1
This paper is concerned with tests for changes in the jump behaviour of a time-continuous process. Based on results on weak convergence of a sequential empirical tail integral proc…
An overview of nonparametric tests of extreme-value dependence and of some related statistical procedures
Axel Bücher, Ivan Kojadinovic
An overview of existing nonparametric tests of extreme-value dependence is presented. Given an i.i.d.\ sample of random vectors from a continuous distribution, such tests aim at as…