Table 2.
Empirical rejection probabilities for the weighted log-rank tests based on multinomial logistic regression and decision tree propensity methods. The decision tree method, we also report average number of strata (D) after the first classification (I), after pooling the strata with similar allocation proportions (I+II), after discarding the strata with no frequency in any of the three treatment groups (I+III), and pooling the strata with similar allocation proportions and discarding the strata with no frequency in any of the three treatment groups (I+II+III).(a) When K = 3
| Allocation | Censoring | Multinomial | Tree (I) | Tree (I+II) | Tree (I+III) | Tree (I+II+III) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ANO | Dun | ANO | Dun | D | ANO | Dun | D | ANO | Dun | D | ANO | Dun | D | ||
| (i) Undet H0 : β1=β2=β3 | |||||||||||||||
| A1 | 19.6% | 0.034 | 0.034 | 0.039 | 0.039 | 4.1 | 0.039 | 0.040 | 3.5 | 0.039 | 0.039 | 3.8 | 0.039 | 0.039 | 3.2 |
| A2 | 19.6% | 0.098 | 0.109 | 0.664 | 0.680 | 4.2 | 0.665 | 0.679 | 3.8 | 0.047 | 0.044 | 3.0 | 0.047 | 0.045 | 2.6 |
| A3 | 17.4% | 0.798 | 0.834 | 0.083 | 0.085 | 11.7 | 0.083 | 0.085 | 8.0 | 0.060 | 0.063 | 10.3 | 0.059 | 0.064 | 7.0 |
| (ii) Undet H1 : β1=β2<β3 | |||||||||||||||
| A1 | 26.6% | 0.962 | 0.971 | 0.942 | 0.955 | 4.1 | 0.940 | 0.955 | 3.5 | 0.942 | 0.955 | 3.8 | 0.941 | 0.955 | 3.2 |
| A2 | 24.4% | 0.998 | 0.998 | 1.000 | 1.000 | 4.2 | 1.000 | 1.000 | 3.8 | 0.921 | 0.936 | 2.9 | 0.920 | 0.935 | 2.6 |
| A3 | 23.4% | 1.000 | 1.000 | 0.854 | 0.866 | 11.7 | 0.853 | 0.864 | 8.0 | 0.847 | 0.871 | 10.3 | 0.846 | 0.870 | 7.0 |
| (iii) Undet H2 : β1<β2<β3 | |||||||||||||||
| A1 | 24.6% | 0.900 | 0.912 | 0.871 | 0.884 | 4.1 | 0.869 | 0.883 | 3.5 | 0.972 | 0.884 | 3.8 | 0.870 | 0.883 | 3.2 |
| A2 | 21.8% | 0.999 | 0.999 | 1.000 | 1.000 | 4.2 | 1.000 | 1.000 | 3.8 | 0.964 | 0.973 | 3.0 | 0.964 | 0.972 | 2.6 |
| A3 | 21.2% | 1.000 | 1.000 | 0.897 | 0.839 | 11.7 | 0.898 | 0.839 | 8.1 | 0.891 | 0.842 | 10.3 | 0.892 | 0.844 | 7.0 |