Table 4. Statistical power vs. network autocorrelation.

Statistical power of tests for different values of b with n = 100.

Statistical Power (n = 100)
	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
b = −1.0	0.990	0.778	0.854	0.361	0.174	0.992	0.952	0.851	0.721
b = −0.9	0.970	0.680	0.750	0.319	0.155	0.982	0.894	0.749	0.595
b = −0.8	0.922	0.526	0.587	0.283	0.136	0.950	0.783	0.608	0.461
b = −0.7	0.833	0.362	0.389	0.238	0.113	0.871	0.629	0.454	0.317
b = −0.6	0.677	0.228	0.234	0.192	0.097	0.720	0.453	0.296	0.202
b = −0.5	0.502	0.126	0.122	0.145	0.081	0.522	0.286	0.179	0.114
b = −0.4	0.314	0.068	0.059	0.112	0.069	0.335	0.163	0.099	0.066
b = −0.3	0.170	0.033	0.026	0.085	0.063	0.179	0.086	0.056	0.036
b = −0.2	0.089	0.018	0.014	0.067	0.058	0.086	0.042	0.035	0.027
b = −0.1	0.048	0.020	0.018	0.057	0.053	0.046	0.037	0.039	0.040
b = 0	0.044	0.044	0.045	0.051	0.056	0.047	0.053	0.061	0.068
b = 0.1	0.092	0.093	0.094	0.058	0.060	0.100	0.100	0.114	0.118
b = 0.2	0.176	0.162	0.156	0.080	0.069	0.197	0.187	0.197	0.205
b = 0.3	0.301	0.244	0.242	0.116	0.090	0.333	0.333	0.308	0.313
b = 0.4	0.437	0.345	0.337	0.169	0.119	0.477	0.443	0.440	0.438
b = 0.5	0.579	0.449	0.437	0.233	0.151	0.615	0.578	0.558	0.555
b = 0.6	0.702	0.546	0.530	0.316	0.186	0.739	0.700	0.679	0.665
b = 0.7	0.801	0.634	0.617	0.400	0.228	0.828	0.803	0.780	0.768
b = 0.8	0.874	0.708	0.693	0.486	0.277	0.893	0.877	0.858	0.849
b = 0.9	0.923	0.775	0.759	0.565	0.326	0.939	0.927	0.910	0.905
b = 1.0	0.954	0.827	0.812	0.643	0.364	0.962	0.960	0.947	0.941