Abstract: Data-driven Research on Statistics and Data Science
I will first provide an overview of the general field of statistics and data science. Then I will describe my research on high-dimensional data, machine learning, and nonparametric methods, illustrating how statisticians and data scientists formulate research problems and collaborate to solve real challenges in the era of big data.