During my 25-minute talk, I will go over the fundamental concepts of linear regression models and their application in economic forecasting. Linear regression, a widely used statistical technique, provides a quantitative basis for understanding the relationships between economic variables. Through a comprehensive analysis of equations and real-world examples, my talk will demonstrate how linear regression models serve as valuable tools for predicting economic trends, guiding policy decisions, and informing strategic investments.