STAT 6100 - Advanced Regression Analysis

Institution:

Utah State University

Subject:

Statistics

Description:

Students explore modern linear and non-linear regression topics for regularization and prediction including ridge regression, LASSO, LAR, elastic net, principal components regression, partial least squares, generalized linear and additive models, MARS, regression trees, random forests, boosted trees, and support vector machines. Prerequisites: STAT 5100 with a C- or better MATH 2270 or 2250 with a C- or better

Credits:

2.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.usu.edu

Phone Number:

(435) 797-1000

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Semester

General Education

• No items found

The Course Profile information is provided and updated by third parties including the respective institutions. While the institutions are able to update their information at any time, the information is not independently validated, and no party associated with this website can accept responsibility for its accuracy.