The purpose of the workshop is to stimulate research collaboration in the development, analysis, and application of statistical techniques for complex, high-dimensional data arising in real world applications. The target audience is a mix of internationally renowned specialists, junior researchers, and graduate students who are interested in the forefront of the following areas of statistical research: Bayesian statistics, statistical climatology, statistical genetics, and other related areas.