Customized Correlation Analysis with Partial Covariances and Correlation Statistics

Partial Correlations for a Fitness and Exercise Study 1 The CORR Procedure 1 Partial Variables: Age 3 Variables: Weight Oxygen Runtime Partial Covariance Matrix, DF = 26 Weight Oxygen Runtime Weight Wt in kg 72.43742055 -12.75113194 2.06766763 Oxygen O2 use -12.75113194 27.01654904 -5.59370556 Runtime 1.5 mi in minutes 2.06766763 -5.59370556 1.94512451 Pearson Partial Correlation Coefficients, N = 28 Prob > |r| under H0: Partial Rho=0 Weight Oxygen Runtime Weight 1.00000 -0.28824 0.17419 Wt in kg 0.1448 0.3849 Oxygen -0.28824 1.00000 -0.77163 O2 use 0.1448 <.0001 Runtime 0.17419 -0.77163 1.00000 1.5 mi in minutes 0.3849 <.0001 Spearman Partial Correlation Coefficients, N = 28 Prob > |r| under H0: Partial Rho=0 Weight Oxygen Runtime Weight 1.00000 -0.16407 0.08708 Wt in kg 0.4135 0.6658 Oxygen -0.16407 1.00000 -0.67112 O2 use 0.4135 0.0001 Runtime 0.08708 -0.67112 1.00000 1.5 mi in minutes 0.6658 0.0001 Kendall Partial Tau b Correlation Coefficients, N = 28 Weight Oxygen Runtime Weight 1.00000 -0.09021 0.02854 Wt in kg Oxygen -0.09021 1.00000 -0.52158 O2 use Runtime 0.02854 -0.52158 1.00000 1.5 mi in minutes