1 citations · 1 across the 1 of their papers we have counts for
3 papers
math.ST2021★ 1 cited
A Note on High-Dimensional Confidence Regions
Sven Klaassen
Recent advances in statistics introduced versions of the central limit theorem for high-dimensional vectors, allowing for the construction of confidence regions for high-dimensiona…
stat.ME2018
Uniform Inference in High-Dimensional Gaussian Graphical Models
Sven Klaassen, Jannis Kück, Martin Spindler +1
Graphical models have become a very popular tool for representing dependencies within a large set of variables and are key for representing causal structures. We provide results fo…
stat.ME2017
Transformation Models in High-Dimensions
Sven Klaassen, Jannis Kueck, Martin Spindler
Transformation models are a very important tool for applied statisticians and econometricians. In many applications, the dependent variable is transformed so that homogeneity or no…