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Simple Linear Regression Equation ï® The simple linear regression equation is: E(y) = b0 + b1x ⢠Graph of the regression equation is a straight line. ⢠b0 is the y intercept of the regression line. ⢠b1 is the slope of the regression line. ⢠E(y) is the expected value of y for a given x value.