15.1 Introduction15.2 Fitting the Simple Linear Regression Model15.3 Unbiased Estimator of σ215.4 Further Inferences Concerning Regression Coefficients (β0, β1), E(Y), and Y15.5 Tests of Hypotheses for β0 and β115.6 Analysis of Variance Approach to Simple Linear Regression Analysis15.7 Residual Analysis15.8 Transformations15.9 Inference About ρ15.10 A Case Study (Load Cell Calibration)15.11 Using JMP