Regression analysis is one of the most widely used tools in quantitative research. It is used to examine relationships between variables, improve prediction, and estimate conditional effects. However, regression is often misunderstood as automatically proving causation. In reality, regression models relationships, and its interpretation depends heavily on research design and underlying assumptions. This article explains…