Advanced Statistical Theory I

1 Unit · Graduate

This is a first part of a Ph.D. course in theoretical statistics. We will cover a selection of modern topics in mathematical statistics, with a focus on high-dimensional statistical models and non- parametric statistical models. One of the main goals of this course is to provide the student with some theoretical background and mathematical tools to read and understand the current statistical literature on high-dimensional models.