Regression analysis is a statistical method used to examine the relationship between one dependent (target) variable and one or more independent (predictor) variables.
Population Regression Equation: Describes the true relationship between variables across the entire population.
Sample Regression Line: Estimates the population regression using sample data.
Assessing the effectiveness of a regression model using measures like R-squared and Adjusted R-squared.