Mona Azadkia's research is centered on advancing methodologies to analyse and quantify the dependency structure in data. Her work focuses on developing interpretable measures of dependence and conditional dependence between variables, which play a key role in various statistical tasks such as variable selection, dimensionality reduction, sensitivity analysis, causal inference, and hypothesis testing.