Table 2.
Comparisons of the rejection rates for score test statistics under Ω1 and Ω2. Three differing sample sizes {20, 40, 80} and 1,000 simulated datasets were used for each case and two significance levels, 5% and 1%, were considered. The null and alternative hypotheses were, respectively, given by H0 : β·,2 = 0 and H1 : β·,2 ≠ 0. Two methods including the resampling method (RE) and χ2 distribution [χ2(6)] were used to calculate the rejection rates
n = 20 | n = 40 | n = 80 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
5% | 1% | 5% | 1% | 5% | 1% | |||||||
β·,2 | RE | χ2(6) | RE | χ2(6) | RE | χ2(6) | RE | χ2(6) | RE | χ2(6) | RE | χ2(6) |
Ω1 | ||||||||||||
0 × 16 | 0.143 | 0.031 | 0.037 | 0 | 0.067 | 0.043 | 0.026 | 0.007 | 0.067 | 0.037 | 0.017 | 0.003 |
0.2 × 16 | 0.513 | 0.177 | 0.253 | 0.011 | 0.957 | 0.883 | 0.796 | 0.461 | 1 | 1 | 0.991 | 0.971 |
0.4 × 16 | 0.597 | 0.213 | 0.293 | 0.022 | 0.993 | 0.951 | 0.832 | 0.481 | 1 | 1 | 1 | 1 |
0.6 × 16 | 0.773 | 0.442 | 0.520 | 0.042 | 1 | 1 | 1 | 0.983 | 1 | 1 | 1 | 1 |
Ω2 | ||||||||||||
0 × 16 | 0.126 | 0.023 | 0.037 | 0 | 0.063 | 0.037 | 0.017 | 0.003 | 0.061 | 0.033 | 0.013 | 0.003 |
0.2 × 16 | 0.581 | 0.221 | 0.302 | 0.010 | 0.977 | 0.953 | 0.851 | 0.491 | 1 | 1 | 0.991 | 0.991 |
0.4 × 16 | 0.602 | 0.227 | 0.321 | 0.032 | 0.991 | 0.981 | 0.871 | 0.562 | 1 | 1 | 1 | 1 |
0.6 × 16 | 0.903 | 0.51 | 0.611 | 0.051 | 1 | 1 | 1 | 0.981 | 1 | 1 | 1 | 1 |