Table 5 Computational cost of statistical power with different matrix sizes (rows and columns) and number of repetition (permutation and power)
From: A general index for linear and nonlinear correlations for high dimensional genomic data
(r,c,nper,npw) | (50, 80, 100, 100) | (50, 80, 1000, 100) | (50, 80, 100, 1000) |
Time (seconds) | 3.2112 | 32.8902 | 32.4776 |
(r,c,nper,npw) | (500, 800, 100, 100) | (500, 800, 1000, 100) | (500, 800, 100, 1000) |
Time (seconds) | 377.9874 | 3687.0232 | 3750.5515 |