**Regression Analysis** is a statistical method used in marketing to understand the relationship between different variables. It helps predict how a change in one variable, often called the independent variable, can affect another variable, known as the dependent variable. For example, it could be used to see how changes in advertising spend (independent variable) might impact product sales (dependent variable). This technique is often used for forecasting, time trending, and determining cause and effect relationships.