|
(ρxy, ρxz, ρyz)=(.35,.1,.15), ρxy.z=.34, τxy.z=.36, n = 500 |
|
Pearson correlation |
Fisher-z |
|
Full |
CC |
EM |
MI |
Full |
CC |
EM |
MI |
20% missing |
|
|
|
|
|
|
|
|
E(Bias) |
0.001 |
-0.058 |
0.001 |
0.001 |
0.002 |
-0.064 |
0.001 |
0.002 |
E(SE) |
0.042 |
0.048 |
0.043 |
0.047 |
0.045 |
0.050 |
0.048 |
0.049 |
|
0.04 |
0.074 |
0.044 |
0.044 |
0.045 |
0.081 |
0.05 |
0.05 |
RE |
1 |
3.49 |
1.24 |
1.26 |
1 |
3.26 |
1.24 |
1.26 |
95% Cov |
0.96 |
0.809 |
0.933 |
0.963 |
0.952 |
0.768 |
0.938 |
0.954 |
35% missing |
|
|
|
|
|
|
|
|
E(Bias) |
0.002 |
-0.08 |
0.004 |
0.005 |
0.002 |
-0.087 |
0.005 |
0.006 |
E(SE) |
0.042 |
0.054 |
0.047 |
0.051 |
0.045 |
0.056 |
0.053 |
0.053 |
|
0.041 |
0.095 |
0.049 |
0.05 |
0.046 |
0.103 |
0.056 |
0.057 |
RE |
1 |
5.45 |
1.45 |
1.51 |
1 |
5.02 |
1.46 |
1.52 |
95% Cov |
0.954 |
0.716 |
0.928 |
0.958 |
0.942 |
0.679 |
0.931 |
0.947 |
50% missing |
|
|
|
|
|
|
|
|
E(Bias) |
0 |
-0.097 |
0.011 |
0.013 |
0.001 |
-0.105 |
0.014 |
0.015 |
E(SE) |
0.042 |
0.061 |
0.052 |
0.056 |
0.045 |
0.063 |
0.06 |
0.058 |
|
0.041 |
0.113 |
0.055 |
0.056 |
0.046 |
0.123 |
0.063 |
0.064 |
RE |
1 |
7.74 |
1.83 |
1.89 |
1 |
7.07 |
1.89 |
1.95 |
95% Cov |
0.96 |
0.651 |
0.927 |
0.96 |
0.949 |
0.621 |
0.935 |
0.941 |
Note: full data (Full), complete case analysis (CC), the expectation-maximization algorithm (EM), multiple imputation (MI), standard error (SE), mean squared error (MSE), relative efficiency (RE), and 95% coverage probabilities (95% Cov) |