77 citations · 561 across the 68 of their papers we have counts for
3 papers · 2 filters
A Variational View on Statistical Multiscale Estimation
Markus Haltmeier, Housen Li, Axel Munk
We present a unifying view on various statistical estimation techniques including penalization, variational and thresholding methods. These estimators will be analyzed in the conte…
The Statistics of Circular Optimal Transport
Shayan Hundrieser, Marcel Klatt, Axel Munk
Empirical optimal transport (OT) plans and distances provide effective tools to compare and statistically match probability measures defined on a given ground space. Fundamental to…
Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications to ion channels
Laura Jula Vanegas, Benjamin Eltzner, Daniel Rudolf +3
We propose and investigate a hidden Markov model (HMM) for the analysis of dependent, aggregated, superimposed two-state signal recordings. A major motivation for this work is that…