Apr 24, 2024  
2020-2021 Graduate Catalog 
    
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2020-2021 Graduate Catalog [NOTE!!!! THIS IS AN ARCHIVED CATALOG. FOR THE CURRENT CATALOG, GO TO CATALOG.NIU.EDU]

STAT 617 - Statistical Learning

Supervised learning algorithms such as classification, regression, splines, lasso and other shrinkage methods, bootstrap, boosting, tree based methods and support vector machines, and unsupervised learning algorithms such as clustering and principal components analysis.

Prerequisites & Notes
PRQ: STAT 510 or STAT 537 or consent of department.

Credits: 3