Courses
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Descriptions
IEMS 304: Statistical Methods for Data Mining

Quarter Offered

Fall : MWF 1:00-1:50 (Lab: TH 12:00, 1:00) ; Apley
Winter : MWF 1:00-1:50 (Lab: W 3:00, 4:00) ; Nelson
Spring : TTH 12:30-1:50 (Lab: W 12:00, 1:00) ; Malthouse

Prerequisites

303 or equivalent.

Description

Multiple linear regression with large data sets; regression diagnostics and model selection; logistic regression; regression trees; principal components analysis; association rules; time series forecasting.

 

Syllabus