multivariate regression

Multivariate regression is a statistical technique used to understand the relationship between one outcome (dependent variable) and multiple factors (independent variables). For example, if we want to predict a person's weight, we might consider factors like height, age, and exercise habits. By analyzing data, multivariate regression estimates how each factor influences weight, allowing us to see which have the most impact and how they interact. This helps in making informed decisions or predictions based on multiple influences, providing a more comprehensive understanding of complex situations than looking at one factor alone.