Table 3 Power/False negative rate in different functions with Bimodal 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=A+0.3N(0,1) | 0.77 | 0.91 | 0.95 | 0.98 | 0.98 |
B=(A+1)2+0.3N(0,1) | 0.83 | 1 | 1 | 1 | 1 |
B= sin(A)+0.3N(0,1) | 0.6 | 0.84 | 0.92 | 0.94 | 0.99 |
B= exp(A)+0.3N(0,1) | 0.57 | 0.84 | 0.93 | 1 | 1 |