BUS 41100 is a course about regression, a powerful and widely used data analysis technique. Students will learn how to use regression by analyzing a variety of real world problems. Heavy emphasis will be placed on analysis of actual datasets. Topics covered include: simple and multiple regression, prediction, variable selection, causal inference, residual diagnostics, classification (logistic regression), and time series (auto-regression), and introductory machine learning. Latest information is always here: https://maxhfarrell.com/bus41100/

Bus 41000 or familiarity with topics covered therein. This course is only for students with solid background in statistics and preferably some prior exposure to linear regression.

Based on assignments, a midterm exam, a final exam, and course project.