STAT 527

Fall 2025 All Classes

All Classes

Credit: 4 hours.

An advanced introduction to regression analysis with applications to analysing data from disciplines such as biostatistics and economics. The course will introduce classical as well as modern regression methods and goes into the depths of those techniques to understand the motivation, justification, implementation of those methods. An emphasis will be given to understand the statistical properties of those methods along with their practical advantages and limitations. Both theoretical and applied aspects of regression analysis will be discussed.

Prerequisite: STAT 410, STAT 510 or STAT 511 (concurrent enrollment is sufficient), and knowledge of R. For Graduate Students Only.

STAT 527 class schedule data for fall 2025
CRN Type Section Time Day Location Instructor Section Details
71836
Lecture-Discussion
A1
10:00AM -10:50AM
MWF
2200 Sidney Lu Mech Engr Bldg
Liu, J
Part of Term:
1
Date Range:
08/25/25-12/10/25
Section Info:
Some seats in this course are reserved for first-term Statistics PhD students. For up-to-date information about statistics course registration, please see our registration update pages: go.illinois.edu/StatisticsRegistration
Restriction(s):
Restricted to Graduate - Urbana-Champaign.
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