Chair of Mathematical Statistics (SMAT)

Introduction to Empirical Processes

Instructor: Dr. Tung Pham


The course aims to provide an overview of some of the basic tools that empirical process theory has to offer in the study of asymptotic properties of statistical procedures.

Topics include:

For more details see the official course book.

Required prior knowledge

real analysis, probability theory, statistical theory.

Recommended Texts

van der Vaart, A.W. (1998). Asymptotic Statistics. Cambridge Series in Statistical and Probabilistic Mathematics.

Exam Information

There will be a term paper.

Spring 2012 Schedule

Lectures: MA12 Tuesdays, 10:15-12:00
Exercises: MA12 Wednesdays, 13:15-15:00

Course Materials

Lecture Slides