1 citations · 1 across the 2 of their papers we have counts for
6 papers
Variational Multiscale Nonparametric Regression: Algorithms and Implementation
Miguel del Alamo, Housen Li, Axel Munk +1
Many modern statistically efficient methods come with tremendous computational challenges, often leading to large-scale optimisation problems. In this work, we examine such computa…
What is resolution? A statistical minimax testing perspective on super-resolution microscopy
Gytis Kulaitis, Axel Munk, Frank Werner
As a general rule of thumb the resolution of a light microscope (i.e. the ability to discern objects) is predominantly described by the full width at half maximum (FWHM) of its poi…
A photomultiplier tube test stand and on-site measurements to characterise the performance of Photonis XP3062 photomultiplier tubes at increased background light conditions and lower gain
J. Zorn, K. Daumiller, R. Engel +4
Photomultiplier tubes (PMTs) are widely used in astroparticle physics experiments to detect light flashes (e.g. fluorescence or Cherenkov light) from extensive air showers (EASs) i…
Bump detection in the presence of dependency: Does it ease or does it load?
Farida Enikeeva, Axel Munk, Markus Pohlmann +1
We provide the asymptotic minimax detection boundary for a bump, i.e. an abrupt change, in the mean function of a stationary Gaussian process. This will be characterized in terms o…
Convergence Analysis of (Statistical) Inverse Problems under Conditional Stability Estimates
Frank Werner, Bernd Hofmann
Conditional stability estimates require additional regularization for obtaining stable approximate solutions if the validity area of such estimates is not completely known. In this…
Multidimensional multiscale scanning in Exponential Families: Limit theory and statistical consequences
Claudia König, Axel Munk, Frank Werner
We consider the problem of finding anomalies in a -dimensional field of independent random variables , each distributed according to a…