The Multiple Regression Calculator computes the regression coefficients for multiple independent variables using the formula B = (XᵀX)⁻¹ XᵀY, including the intercept. This allows prediction of the dependent variable Y based on multiple predictors X1, X2, …. It is useful in statistical modeling and data analysis for understanding relationships between several variables.