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dr. K. Proksch (Katharina)

Assistant Professor

About Me

I am a mathematician with main research interests in non-parametric and asymptotic statistics, as well as statistical inverse problems. Of particular interest to me is the development and theoretical investigation of means of statistical inference for applications from the natural sciences. In this context, I have been working on the construction of statistical tests and confidence statements with a recent focus on statistical multiscale analysis and its application to (nanophotonic) imaging and inference on three-dimensional molecular distributions in biological samples. Most of my scientific work has been at the interface of several disciplines, which is what I really love about statistics.

Expertise

Mathematics
Estimator
Ill-Posed Problem
Inverse Model
Inverse Regression
Radon Transform
Regression Function
Regularization Parameter
Simultaneous Inference

Publications

Recent
Munk, A. , Proksch, K., Li, H., & Werner, F. (2020). Photonic imaging with statistical guarantees: From multiscale testing to multiscale estimation. In Topics in Applied Physics (pp. 283-312). (Topics in Applied Physics; Vol. 134). Springer. https://doi.org/10.1007/978-3-030-34413-9_11
Dunker, F., Eckle, K. , Proksch, K. , & Schmidt-Hieber, A. J. (2019). Tests for qualitative features in the random coefficients model. Electronic Journal of Statistics, 13(2), 2257-2306. https://doi.org/10.1214/19-EJS1570
Eckle, K., Bissantz, N., Dette, H. , Proksch, K., & Einecke, S. (2018). Multiscale inference for a multivariate density with applications to X-ray astronomy. Annals of the Institute of Statistical Mathematics, 70(3), 647-689. https://doi.org/10.1007/s10463-017-0605-1

UT Research Information System

Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 4035
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  4035
P.O. Box 217
7500 AE Enschede
The Netherlands