Corpus research in linguistics as well as in the digital humanities and social sciences relies on a wide range of statistical techniques and visualizations. A central goal of our research is to develop sound methodological foundations for corpus linguistics, which address key problems in order to ensure that quantitative analyses are both reliable and meaningful.