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Year of publication
- 2015 (301) (remove)
Institute
- Fachbereich Medizintechnik und Technomathematik (70)
- Fachbereich Wirtschaftswissenschaften (42)
- IfB - Institut für Bioengineering (40)
- Fachbereich Elektrotechnik und Informationstechnik (36)
- INB - Institut für Nano- und Biotechnologien (36)
- Fachbereich Luft- und Raumfahrttechnik (32)
- Fachbereich Chemie und Biotechnologie (30)
- Fachbereich Bauingenieurwesen (27)
- Fachbereich Maschinenbau und Mechatronik (26)
- Fachbereich Energietechnik (23)
Document Type
- Article (126)
- Conference Proceeding (92)
- Part of a Book (39)
- Book (22)
- Other (7)
- Report (7)
- Doctoral Thesis (5)
- Patent (2)
- Part of a Periodical (1)
Keywords
- Attitude dynamics (1)
- Booster Station (1)
- Carsharing (1)
- Charging stations (1)
- Discrete Optimisation (1)
- Discrete Optimization (1)
- E-carsharing (1)
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Data-driven prediction and prevention of extreme events in a spatially extended excitable system
(2015)
Behbahani, Mehdi ; Rible, Sebastian ; Moulinec, Charles ; Fournier, Yvan ; Nicolai, Mike ; Crosetto, Paolo
Beging, Stefan ; Leinhos, Marcel ; Jablonski, Melanie ; Poghossian, Arshak ; Schöning, Michael Josef
Let X₁,…,Xₙ be independent and identically distributed random variables with distribution F. Assuming that there are measurable functions f:R²→R and g:R²→R characterizing a family F of distributions on the Borel sets of R in the way that the random variables f(X₁,X₂),g(X₁,X₂) are independent, if and only if F∈F, we propose to treat the testing problem H:F∈F,K:F∉F by applying a consistent nonparametric independence test to the bivariate sample variables (f(Xᵢ,Xⱼ),g(Xᵢ,Xⱼ)),1⩽i,j⩽n,i≠j. A parametric bootstrap procedure needed to get critical values is shown to work. The consistency of the test is discussed. The power performance of the procedure is compared with that of the classical tests of Kolmogorov–Smirnov and Cramér–von Mises in the special cases where F is the family of gamma distributions or the family of inverse Gaussian distributions.