Selected Publications

List of all publications >>

Complex statistical models such as scalar-on-image regression often require strong assumptions to overcome the issue of …

A Markov chain Monte Carlo (MCMC) framework for the applied statistician is presented that allows to fit models with millions of …

We introduce tools for (semi-) automated, quantitative 3D analyses of the spatial nuclear organization. These tools allow the …

Software

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Bayesian Age-Period-Cohort-Modelling and Prediction

BAMP is a software package to analyze incidence or mortality data on the Lexis diagram, using a Bayesian version of an age-period-cohort model.

Software for Magnetic Resonance Imaging

Software for Analysing Data from Dynamic Contrast-Enhanced Magnetic Resonance Imaging (DCE-MRI), Cardiac Magnetic Resonance (CMR) imaging and functional Magnetic Resonance Imaging (fMRI).

bioimagetools

R tools for working with images in 3D and 4D, mostly for biology/microscopy.

nucim

Nucleome Imaging Toolbox is an R package for quantitative analyses of the 3D nuclear landscape recorded with super-resolved fluorescence microscopy.

Teaching

  • Spatial Statistics
  • Introduction to Bayesian Statistics
  • Advanced Bayesian Statistics
  • Advanced Regression (Statistical Inference II)
  • Probability Theory
  • Bioimaging
  • Event Analysis
  • Stochastic Processes

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