304: Statistical Methods for Data Mining
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.
Prerequisites
303 or equivalent.
Offerings
Fall
Instructor(s)
Associate Professor Daniel Apley
File(s)
Textbook(s)
Statistics and Data Analysis: From Elementary to Intermediate, 1st
Author(s): Ajit C Tamhane, Dorothy D Dunlop
Publisher: Prentice Hall
ISBN: 0137444265
