The Claus Vogl group studies statistical genomics. The emphasis is on the development of probabilistic methods for segmenting the genome (according to features such as GC-proportion, recombination rate, gene expression variation), for analysing gene regulation (using data modalities such as RNA-seq, ATAC-seq, epigenetic mark ChiP-seq), and for analysing population genetic data. The motivation for these methods is ultimately the inference of biologically relevant parameters to inform discussions about current hypothesis in population genetics and molecular biology.