Applied Regression and Modeling

Index

Adjusted coefficient of multiple determination, 96–98

All subset regression, 176–178

Best fitting line equation, 31–32, 57–58

Bivariate relationship, 4

Coefficient of correlation

calculating, 25

definition, 8, 24

examples of, 25–26

least squares method, 38

regression testing, 47–48

using MINITAB^®, 25

Coefficient of determination, 36–38, 53–54, 58–59

Coefficient of multiple determination, 95–96

Confidence intervals, 39–40, 59–62, 109–114

COOK1 (Cook’s Distance), 74–76

Correlation analysis, 2

Correlation coefficient. See Coefficient of correlation

Covariance

calculating, 25

definition, 8, 23

interpretation of, 23–24

limitations of, 24

using MINITAB^®, 25

Dependent variable, 2, 4, 13–14

Dummy variables, 149–150, 154–166

Durbin-Watson statistic ...