STAT 420 - Modern Regression Analysis

Credits: (3)

Prerequisites: STAT 302
This course introduces the fundamental concepts of regression methodology and data analysis using statistical software packages, such as R and SAS. It covers the basics of linear regression models, least squares estimation, model selection and validation, and model diagnostics. Emphasis is placed on analyzing data using modern software tools and interpreting results in the context of real-world applications.