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. 2022 Nov 3;17(11):e0275532. doi: 10.1371/journal.pone.0275532

Table 2. Statistical power for positive network autocorrelation.

Statistical power of tests for different values of n and K with b = 0.5.

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