Dr. Browning's research is focused on the development of statistical and computational methods for analysis of large-scale genetic data from microarray genotyping and next-generation sequencing. These genetic data sets present computational and analytical challenges due to their size, and due to the complex patterns of inter-marker correlation in the data. Carefully engineered algorithms and software are necessary to extract the full information from these rich data sets.