STAT 8210 - Applied Regression Analysis

3 Class Hours 0 Laboratory Hours 3 Credit Hours
Prerequisite: STAT 7100 and STAT 7020
Topics include simple linear regression, inferences, diagnostics and remedies, matrix representations, multiple regression models, generalized linear model, multicollinearity, polynomial models, qualitative predictor variables, model selection and validation, identifying outliers and influential observations, diagnostics for multicollinearity, and logistic regression.