STAT 576

Spring 2022 All Classes

All Classes
Empirical Process Theory and Weak Convergence

Credit: 4 hours.

A graduate-level introduction to Empirical Process Theory with applications to statistical M estimation, nonparametric regression, and high dimensional statistics. Empirical Process Theory deals with two fundamental questions: the uniform law of large numbers, and the uniform central limit theorems, both of which will be covered. This course provides rigorous training in empirical process for students with a strong background in mathematical statistics. Topics covered are useful for conducting modern theoretical research in statistics and probability.

4 graduate hours. No professional credit. Prerequisite: STAT 511, STAT 575, STAT 553. Restricted to graduate students only.

STAT 576 class schedule data for spring 2022
CRN Type Section Time Day Location Instructor Section Details
72340
Lecture-Discussion
A1
2:00PM -2:50PM
MWF
140 Henry Administration Bldg
Chatterjee, S
Part of Term:
1
Date Range:
01/18/22-05/04/22
Section Info:
For Statistics course registration information: go.illinois.edu/StatisticsRegistration.
Restriction(s):
Restricted to Graduate - Urbana-Champaign.
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