STAT 448 - Advanced Data Analysis

Institution:

University of Illinois at Urbana-Champaign

Subject:

Description:

Several of the most widely used techniques of data analysis are discussed with an emphasis on statistical computing. Topics include linear regression, analysis of variance, generalized linear models, and analysis of categorical data. In addition, an introduction to data mining is provided considering classification, model building, decision trees, and cluster analysis. Prerequisite: STAT 400 or STAT 409, and credit for or concurrent registration in STAT 410.

Credits:

4.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.illinois.edu/

Phone Number:

(217) 333-1000

Regional Accreditation:

North Central Association of Colleges and Schools

Calendar System:

Semester

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