Jul 24, 2019  
Graduate Record 2014-2015 
Graduate Record 2014-2015 [ARCHIVED RECORD]

STAT 6021 - Linear Models for Data Science

An introduction to linear statistical models in the context of data science. Topics include simple and multiple linear regression, generalized linear models, time series, analysis of covariance, tree-based classification, and principal components.  The primary software is R.
Prerequisite:  A previous statistics course, a previous linear algebra course, and permission of instructor.  

Credits: 3