TABLE 1.
Type I error rates of GBJ, GHC, MinP and OMNI tests at significance level of α = 0.05, 0.01, 10−3 and10−4 based on 1×103, 1×104, 1×105 and 1×106 replications respectively. The correlation matrix is exchangeable with off-diagonal element equal to ρ.
| ρ | α |
K = 2 |
K = 4 |
K = 10 |
|||||||||
| GBJ | GHC | MinP | OMNI | GBJ | GHC | MinP | OMNI | GBJ | GHC | MinP | OMNI | ||
| 0.1 | 0.05 | 0.047 | 0.048 | 0.047 | 0.047 | 0.052 | 0.050 | 0.058 | 0.051 | 0.046 | 0.052 | 0.063 | 0.055 |
| 0.3 | 0.051 | 0.054 | 0.051 | 0.051 | 0.047 | 0.044 | 0.046 | 0.045 | 0.033 | 0.035 | 0.042 | 0.037 | |
| 0.5 | 0.052 | 0.047 | 0.052 | 0.048 | 0.056 | 0.054 | 0.064 | 0.057 | 0.032 | 0.033 | 0.050 | 0.038 | |
| 0.1 | 0.01 | 0.010 | 0.010 | 0.010 | 0.010 | 0.009 | 0.009 | 0.009 | 0.010 | 0.012 | 0.012 | 0.012 | 0.011 |
| 0.3 | 0.011 | 0.011 | 0.011 | 0.011 | 0.010 | 0.010 | 0.010 | 0.011 | 0.010 | 0.010 | 0.010 | 0.011 | |
| 0.5 | 0.011 | 0.010 | 0.011 | 0.010 | 0.008 | 0.008 | 0.009 | 0.008 | 0.006 | 0.007 | 0.010 | 0.008 | |
| 0.1 | 1×10−3 | 7.8×10−4 | 7.9×10−4 | 7.8×10−4 | 7.8×10−4 | 9.6×10−4 | 9.7×10−4 | 9.5×10−4 | 1.0×10−3 | 1.2×10−3 | 9.6×10−4 | 9.4×10−4 | 1.1×10−3 |
| 0.3 | 9.1×10−4 | 9.0×10−4 | 9.1×10−4 | 9.1×10−4 | 1.0×10−3 | 1.0×10−3 | 1.0×10−3 | 1.0×10−3 | 1.1×10−3 | 1.1×10−3 | 1.1×10−3 | 1.2×10−3 | |
| 0.5 | 1.1×10−3 | 1.1×10−3 | 1.1×10−3 | 1.1×10−3 | 8.9×10−4 | 9.8×10−4 | 1.0×10−3 | 9.7×10−4 | 7.6×10−4 | 9.8×10−4 | 1.0×10−3 | 9.8×10−4 | |
| 0.1 | 1×10−4 | 1.0×10−4 | 1.2×10−4 | 9.4×10−5 | 9.6×10−5 | 1.1×10−4 | 1.2×10−4 | 1.2×10−4 | 1.2×10−4 | 1.3×10−4 | 9.8×10−5 | 9.8×10−5 | 1.2×10−4 |
| 0.3 | 9.3×10−5 | 1.0×10−4 | 1.0×10−4 | 1.0×10−4 | 1.0×10−4 | 1.1×10−4 | 1.1×10−4 | 1.2×10−4 | 1.3×10−4 | 1.0×10−4 | 1.0×10−4 | 1.2×10−4 | |
| 0.5 | 9.6×10−5 | 1.1×10−4 | 1.1×10−4 | 1.1×10−4 | 9.0×10−5 | 9.3×10−5 | 9.3×10−5 | 9.9×10−5 | 1.1×10−4 | 8.1×10−5 | 8.4×10−5 | 9.9×10−5 | |