STAT 617 - Multivariate Methods and Statistical Learning

Institution:

University of Delaware

Subject:

Statistics

Description:

Random vectors and matrices, multivariate analysis of variance and covariance; classification and discrimination (linear and quadratic discriminant analysis); principal components analysis; resampling methods including cross-validation and bootstrap; support vector machines; classification and regression trees; random forests; boosting; cluster analysis; supervised dimension reduction. PREREQ: STAT602

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.udel.edu/

Phone Number:

(302) 831-2000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Four-one-four plan

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