Table 1 Power/False negative rate in different functions with Gaussian noise (The significance level α=0.05)
From: A general index for linear and nonlinear correlations for high dimensional genomic data
A∼Random(0,1) | α=0 | α=0.3 | α=0.5 | α=0.7 | α=1 |
|---|---|---|---|---|---|
B∼Random(0,1) | 0.06 | 0.07 | 0.04 | 0.07 | 0.06 |
B=A+0.5N(0,1) | 0.92 | 0.99 | 1 | 0.99 | 1 |
B=(A+1)2+0.5N(0,1) | 0.97 | 1 | 0.99 | 1 | 1 |
B= sin(A)+0.5N(0,1) | 0.90 | 0.98 | 0.98 | 0.98 | 0.99 |
B= exp(A)+0.5N(0,1) | 0.83 | 0.96 | 0.99 | 1 | 1 |