77 citations · 561 across the 68 of their papers we have counts for
8 papers · 1 filter
Multiscale scanning with nuisance parameters
Claudia König, Axel Munk, Frank Werner
We develop a multiscale scanning method to find anomalies in a -dimensional random field in the presence of nuisance parameters. This covers the common situation that either the…
Towards quantitative super-resolution microscopy: Molecular maps with statistical guarantees
Katharina Proksch, Frank Werner, Jan Keller-Findeisen +2
Quantifying the number of molecules from fluorescence microscopy measurements is an important topic in cell biology and medical research. In this work, we present a consecutive alg…
Statistical Molecule Counting in Super-Resolution Fluorescence Microscopy: Towards Quantitative Nanoscopy
Thomas Staudt, Timo Aspelmeier, Oskar Laitenberger +3
Super-resolution microscopy is rapidly gaining importance as an analytical tool in the life sciences. A compelling feature is the ability to label biological units of interest with…
Fully-Automatic Multiresolution Idealization for Filtered Ion Channel Recordings: Flickering Event Detection
Florian Pein, Inder Tecuapetla-Gómez, Ole M. Schütte +2
We propose a new model-free segmentation method, JULES, which combines recent statistical multiresolution techniques with local deconvolution for idealization of ion channel record…
A studentized permutation test for three-arm trials in the 'gold standard' design
Tobias Mütze, Frank Konietschke, Axel Munk +1
The 'gold standard' design for three-arm trials refers to trials with an active control and a placebo control in addition to the experimental treatment group. This trial design is…
Spot volatility estimation for high-frequency data: adaptive estimation in practice
Till Sabel, Johannes Schmidt-Hieber, Axel Munk
We develop further the spot volatility estimator introduced in Hoffmann, Munk and Schmidt-Hieber (2012) from a practical point of view and make it useful for the analysis of high-f…