High-Dimensional Statistics
High-dimensional data analysis addresses, among other things, the numerous challenges that emerge in modern, real-world, big-data applications where the dimension of the unknown quantities of interest far exceeds that of the data, to the extent that classical methods are infeasible. Over the last 20+ years, incredible progress has been in new and fundamental statistical theory, methods, and computing resulting in tangible societal impact.