Table 2. Statistical power for positive network autocorrelation.
Statistical Power (b = 0.5) | |||||||||
---|---|---|---|---|---|---|---|---|---|
Moran’s I | Farber et al. (2015) | Network Ljung-Box Test | |||||||
W 1 | W 2 | W 3 | Expected Similarity | Similarity Entropy | K = 1 | K = 2 | K = 3 | K = 4 | |
n = 25 | 0.308 | 0.284 | 0.275 | 0.137 | 0.091 | 0.344 | 0.330 | 0.337 | 0.352 |
n = 50 | 0.464 | 0.394 | 0.394 | 0.204 | 0.129 | 0.508 | 0.471 | 0.469 | 0.472 |
n = 75 | 0.517 | 0.429 | 0.423 | 0.215 | 0.131 | 0.546 | 0.515 | 0.503 | 0.504 |
n = 100 | 0.579 | 0.449 | 0.437 | 0.233 | 0.151 | 0.615 | 0.578 | 0.558 | 0.555 |
n = 125 | 0.684 | 0.526 | 0.516 | 0.283 | 0.162 | 0.696 | 0.656 | 0.625 | 0.614 |
n = 150 | 0.745 | 0.598 | 0.565 | 0.329 | 0.176 | 0.775 | 0.725 | 0.696 | 0.688 |
n = 175 | 0.819 | 0.643 | 0.603 | 0.381 | 0.207 | 0.834 | 0.798 | 0.775 | 0.757 |
n = 200 | 0.835 | 0.672 | 0.628 | 0.403 | 0.230 | 0.853 | 0.816 | 0.793 | 0.781 |
n = 225 | 0.889 | 0.727 | 0.677 | 0.451 | 0.242 | 0.898 | 0.864 | 0.845 | 0.831 |
n = 250 | 0.917 | 0.769 | 0.723 | 0.502 | 0.272 | 0.926 | 0.899 | 0.884 | 0.868 |