Probability and Statistics

The statistics and probability group at FAU has wide research interests ranging from biostatistics, statistical genetics, bioinformatics, statistical learning and stochastic modeling. The group is a highly productive research team with expertise in data learning via parametric, semi-parametric and non-parametric approaches for both continuous and discrete data. More specifically, we are the experts on detecting structural changes and estimation, modeling financial market with Levy processes, drug discovery and genome-wide association studies (GWAS), computational statistics in next-generation sequence (NGS) analysis, big data analytics, survival analysis, longitudinal data analysis, non-linear modeling and temporal-spatial modeling for various data.