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. 2018 Feb 19;8:3291. doi: 10.1038/s41598-018-21444-4

Table 2.

Same as Table 1 but with sample size n = 100,000.

dim = 2 dim = 20
p u EMD QF Chi-square p u EMD QF Chi-square
0 0 0.017 0.001 0.161 0 0 0.529 0.0032 0.165
0.001 1 0.015 0.001 0.165 0.001 1 0.525 0.0033 0.162
0.001 5 0.019 0.002 0.165 0.001 5 0.528 0.0031 0.165
0.001 10 0.026 0.002 0.16 0.001 10 0.528 0.0033 0.164
0.01 1 0.021 0.003 0.163 0.01 1 0.534 0.0034 0.168
0.01 5 0.055 0.008 0.173 0.01 5 0.532 0.0048 0.165
0.01 10 0.108 0.01 0.175 0.01 10 0.598 0.011 0.176
0.1 1 0.104 0.024 0.171 0.1 1 0.54 0.011 0.167
0.1 5 0.497 0.076 0.255 0.1 5 0.855 0.065 0.247
0.1 10 1.001 0.1 0.263 0.1 10 1.353 0.099 0.264
1 1 0.996 0.227 0.537 1 1 1.151 0.125 0.434
1 5 4.993 0.755 1.964 1 5 5.425 0.665 1.957
1 10 10 0.988 2 1 10 10.225 0.961 2

Only one simulation was performed in the null case p = 0 due to the computational burden of EMD. The results confirm the conclusions of Table 1.