Table 2 Power/False negative rate in different functions with Gamma 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+0.5N(0,1) | 0.79 | 0.96 | 0.99 | 0.97 | 0.99 |
B=(A+1)2+0.5N(0,1) | 0.80 | 1 | 0.99 | 1 | 1 |
B= sin(A)+0.5N(0,1) | 0.63 | 0.87 | 0.92 | 0.96 | 0.94 |
B= exp(A)+0.5N(0,1) | 0.63 | 0.89 | 0.95 | 0.96 | 0.97 |