Published on Graduate Programs in Bioinformatics (https://www.uoguelph.ca/bioinformatics)

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Statistical Learning (STAT*6801)

Course code: 
STAT*6801
Details: 

Topics include: nonparametric and semiparametric regression; kernel methods; regression splines; local polynomial models; generalized additive models; classification and regression trees; neural networks. This course deals with both the methodology and its application with appropriate software. Areas of application include biology, economics, engineering and medicine.

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Source URL:https://www.uoguelph.ca/bioinformatics/content/stat6801-statistical-learning