From Kaw: What is regression analysis?
“Regression analysis gives information on the relationship between a response
(dependent) variable and one or more (predictor) independent variables to the extent that information is contained in the data. The goal of regression analysis is to express the response variable as a function of the predictor variables.”

Introduction to Regression Analysis:
Click here for lecture slides based on Kaw, Chapter 6.01&2.

Linear Regression
Click here for lecture slides based on Kaw, Chapter 6.03.