STAT 576

Spring 2022 Part of Term 1

Part of Term 1
Jan 18-May 4

Empirical Process Theory and Weak Convergence

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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.

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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.