Table 3.
Sample Size | |||||||
---|---|---|---|---|---|---|---|
Test Statistics | 50 | 100 | 250 | 500 | 1,000 | 2,500 | 5,000 |
ML | |||||||
Mean | 101.317 | 93.059 | 89.735 | 87.148 | 88.238 | 87.042 | 86.464 |
SD | 15.589 | 14.601 | 13.939 | 13.438 | 12.830 | 14.012 | 13.547 |
Type I Error | 0.296 | 0.116 | 0.065 | 0.054 | 0.052 | 0.054 | 0.054 |
Empirical Power | 0.456 | 0.504 | 0.89 | 1.00 | 1.00 | 1.00 | 1.00 |
| |||||||
SB scaled / new | |||||||
Mean | 107.84 / 61.977 | 95.879 | 90.939 | 87.661 | 88.534 | 87.141 | 86.894 |
SD | 16.111 / 9.259 | 15.116 | 14.005 | 13.280 | 12.874 | 13.977 | 13.547 |
Type I Error | 0.45 / 0.272 | 0.156 | 0.082 | 0.058 | 0.052 | 0.058 | 0.05 |
Empirical Power | 0.622 / 0.438 | 0.598 | 0.90 | 1.00 | 1.00 | 1.00 | 1.00 |
| |||||||
MV | |||||||
Mean | 26.048 | 35.284 | 52.248 | 63.321 | 74.048 | 80.744 | 83.581 |
SD | 5.104 | 6.788 | 8.5772 | 9.657 | 10788 | 12.833 | 12.985 |
Type I Error | 0.056 | 0.038 | 0.038 | 0.034 | 0.042 | 0.044 | 0.05 |
Empirical Power | 0.126 | 0.208 | 0.81 | 1.00 | 1.00 | 1.00 | 1.00 |
| |||||||
MS | |||||||
Mean | 12.682 | 16.457 | 27.149 | 40.114 | 53.378 | 69.21 | 77.486 |
SD | 3.964 | 5.0237 | 6.603 | 7.776 | 8.879 | 11.006 | 11.975 |
Type I Error | 0.002 | 0.004 | 0.002 | 0.008 | 0.022 | 0.034 | 0.05 |
Empirical Power | 0.014 | 0.032 | 0.532 | 0.994 | 1.00 | 1.00 | 1.00 |