Correlations for all pairs of data series (method=kendall) | |||||||
V1 | V2 | V3 | V4 | V5 | V6 | TVDC | |
V1 | 1 | 0.265 | -0.01 | 0.14 | 0.103 | -0.001 | 0.31 |
V2 | 0.265 | 1 | 0.104 | 0.144 | 0.06 | -0.021 | 0.39 |
V3 | -0.01 | 0.104 | 1 | 0.12 | -0.057 | 0.143 | 0.046 |
V4 | 0.14 | 0.144 | 0.12 | 1 | 0.081 | -0.019 | 0.216 |
V5 | 0.103 | 0.06 | -0.057 | 0.081 | 1 | 0.143 | 0.16 |
V6 | -0.001 | -0.021 | 0.143 | -0.019 | 0.143 | 1 | 0.044 |
TVDC | 0.31 | 0.39 | 0.046 | 0.216 | 0.16 | 0.044 | 1 |
Correlations for all pairs of data series with p-values | |||
pair | Pearson r | Spearman rho | Kendall tau |
V1;V2 | 0.2792 | 0.2897 | 0.2646 |
p-value | (3e-04) | (1e-04) | (2e-04) |
V1;V3 | -0.0183 | -0.0114 | -0.0102 |
p-value | (0.8145) | (0.8834) | (0.8843) |
V1;V4 | 0.1236 | 0.1486 | 0.1403 |
p-value | (0.1116) | (0.0553) | (0.0494) |
V1;V5 | 0.0988 | 0.1105 | 0.1035 |
p-value | (0.2042) | (0.1552) | (0.1488) |
V1;V6 | 4e-04 | -8e-04 | -5e-04 |
p-value | (0.9958) | (0.9921) | (0.9944) |
V1;TVDC | 0.3746 | 0.3655 | 0.31 |
p-value | (0) | (0) | (0) |
V2;V3 | 0.1152 | 0.113 | 0.1044 |
p-value | (0.1383) | (0.1461) | (0.1418) |
V2;V4 | 0.1939 | 0.1531 | 0.1438 |
p-value | (0.012) | (0.0482) | (0.0475) |
V2;V5 | 0.0473 | 0.0651 | 0.0604 |
p-value | (0.5438) | (0.4032) | (0.4073) |
V2;V6 | -0.0148 | -0.0226 | -0.0205 |
p-value | (0.8497) | (0.7722) | (0.7781) |
V2;TVDC | 0.4971 | 0.4486 | 0.3896 |
p-value | (0) | (0) | (0) |
V3;V4 | 0.0609 | 0.1296 | 0.1197 |
p-value | (0.434) | (0.0951) | (0.0965) |
V3;V5 | -0.0734 | -0.0613 | -0.0566 |
p-value | (0.3456) | (0.4315) | (0.434) |
V3;V6 | 0.13 | 0.1547 | 0.1432 |
p-value | (0.0939) | (0.0459) | (0.0474) |
V3;TVDC | 0.0948 | 0.0547 | 0.0464 |
p-value | (0.2231) | (0.4824) | (0.4782) |
V4;V5 | 0.0585 | 0.0842 | 0.0807 |
p-value | (0.4525) | (0.2796) | (0.274) |
V4;V6 | -0.0235 | -0.0204 | -0.0193 |
p-value | (0.7631) | (0.7936) | (0.7935) |
V4;TVDC | 0.2251 | 0.247 | 0.2156 |
p-value | (0.0035) | (0.0013) | (0.0013) |
V5;V6 | 0.1205 | 0.1503 | 0.1428 |
p-value | (0.121) | (0.0525) | (0.0537) |
V5;TVDC | 0.1348 | 0.1865 | 0.16 |
p-value | (0.0825) | (0.0158) | (0.0171) |
V6;TVDC | 0.0221 | 0.0505 | 0.044 |
p-value | (0.7766) | (0.5165) | (0.5116) |
Meta Analysis of Correlation Tests | |||
Number of significant by total number of Correlations | |||
Type I error | Pearson r | Spearman rho | Kendall tau |
0.01 | 0.19 | 0.19 | 0.19 |
0.02 | 0.24 | 0.24 | 0.24 |
0.03 | 0.24 | 0.24 | 0.24 |
0.04 | 0.24 | 0.24 | 0.24 |
0.05 | 0.24 | 0.33 | 0.38 |
0.06 | 0.24 | 0.43 | 0.43 |
0.07 | 0.24 | 0.43 | 0.43 |
0.08 | 0.24 | 0.43 | 0.43 |
0.09 | 0.29 | 0.43 | 0.43 |
0.1 | 0.33 | 0.48 | 0.48 |