Course Outcomes
Regression Model
Fit a regression model with professional statistical software
Response Variable
Apply appropriate transformations to the response variable to improve agreement with regression assumptions
Residuals and Influence Diagnostics
Use residuals and influence diagnostics to assess model fit, agreement with regression assumptions, and identify outliers and influential observations
Indicator Variables
Create sets of indicator variables for categorical explanatory variables
Stepwise Selection
Apply stepwise selection to identify a subset regression model that selects the most significant explanatory variables from a large data set
Statistical Software
Fit a logistic regression model with professional statistical software