10 citations · 10 across the 4 of their papers we have counts for
4 papers
Cluster-specific ranking and variable importance for Scottish regional deprivation via vine mixtures
Özge Şahin, Ozan Evkaya, Ariane Hanebeck
Socioeconomic deprivation is a key determinant of public health, as highlighted by the Scottish Government's Scottish Index of Multiple Deprivation (SIMD). We propose an approach f…
Sampling from Conditional Distributions of Simplified Vines
Ariane Hanebeck, Özge Şahin, Petra Havlíčková +1
Simplified vine copulas are flexible tools over standard multivariate distributions for modeling and understanding different dependence properties in high-dimensional data. Their c…
On the Observability of Gaussian Models using Discrete Density Approximations
Ariane Hanebeck, Claudia Czado
This paper proposes a novel method for testing observability in Gaussian models using discrete density approximations (deterministic samples) of (multivariate) Gaussians. Our notio…
Smooth Distribution Function Estimation for Lifetime Distributions using Szasz-Mirakyan Operators
Ariane Hanebeck, Bernhard Klar
In this paper, we introduce a new smooth estimator for continuous distribution functions on the positive real half-line using Szasz-Mirakyan operators, similar to Bernstein's appro…