Courses
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Descriptions
Statistical Methods for Data Mining

Quarter Offered

Fall : MWF 1:00-1:50 (Lab: F 9:00, 10:00) ; Apley
Winter : TTh 2:00-3:20 (Lab: W 10:00, 11:00) ; Malthouse
Spring : MWF 1:00-1:50 (Lab: T 10:00, 11:00) ; Apley

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