The main objective of regression analysis is to model and analyze the relationships between a dependent variable and one or more independent variables. This helps in understanding how changes in the independent variables affect the dependent variable.

The main objective of regression analysis is to model the relationship between a dependent variable and one or more independent variables to understand how changes in the independent variables impact the dependent variable. This allows us to make predictions, identify trends, and quantify the strength and nature of relationships in the data. Regression analysis is also useful for determining the relative importance of different factors, forecasting outcomes, and optimizing processes by identifying influential factors.

The main uses of regression analysis are forecasting, time series modeling and finding the cause and effect relationship between variables.