Correlations for all pairs of data series (method=pearson) | |||||
X1 | X2 | X3 | X4 | X5 | |
X1 | 1 | 0.834 | 0.493 | -0.256 | -0.069 |
X2 | 0.834 | 1 | 0.511 | -0.287 | -0.01 |
X3 | 0.493 | 0.511 | 1 | -0.035 | 0.33 |
X4 | -0.256 | -0.287 | -0.035 | 1 | 0.239 |
X5 | -0.069 | -0.01 | 0.33 | 0.239 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
X1;X2 | 0.8343 | 0.8678 | 0.7122 |
p-value | (0) | (0) | (0) |
X1;X3 | 0.4927 | 0.4259 | 0.3207 |
p-value | (2e-04) | (0.0013) | (0.0011) |
X1;X4 | -0.2564 | -0.359 | -0.2721 |
p-value | (0.0613) | (0.0077) | (0.0053) |
X1;X5 | -0.0689 | -0.1595 | -0.0897 |
p-value | (0.6205) | (0.2492) | (0.3525) |
X2;X3 | 0.5109 | 0.4576 | 0.3451 |
p-value | (1e-04) | (5e-04) | (5e-04) |
X2;X4 | -0.2871 | -0.3725 | -0.2656 |
p-value | (0.0353) | (0.0055) | (0.0065) |
X2;X5 | -0.0098 | -0.1526 | -0.093 |
p-value | (0.9437) | (0.2707) | (0.3339) |
X3;X4 | -0.0346 | 0.0154 | 0.0044 |
p-value | (0.8039) | (0.9118) | (0.9641) |
X3;X5 | 0.3301 | 0.3495 | 0.2437 |
p-value | (0.0148) | (0.0096) | (0.0113) |
X4;X5 | 0.2385 | 0.3365 | 0.2422 |
p-value | (0.0824) | (0.0128) | (0.011) |