In Today discussion ,  multiple linear regression serves as an indispensable tool for delving into complex relationships between a dependent variable and multiple independent variables. Unlike simple linear regression, which is limited to exploring the relationship between two variables, this advanced statistical method allows for a more detailed understanding by incorporating multiple predictors. By estimating unique coefficients for each of these predictors, the model provides invaluable insights into how each variable individually, and collectively, influences the outcome variable