Table 3.
Bias of estimated treatment means and their difference (averaged over nodes of each tree) and coverage probabilities of naïve and bootstrap 95% intervals, based on 1000 simulations trials of nontrivial trees, with 100 bootstrap iterations per trial. r is the number of replicates of a 34 design.
Bias of naïve estimates of means and difference | Coverage probabilities of 95% | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
naïve intervals | bootstrap intervals | |||||||||
r | Expt | μ(t, 0) | μ(t, 1) | d(t) | μ(t, 0) | μ(t, 1) | d(t) | μ(t, 0) | μ(t, 1) | d(t) |
2 | M1-Gi | 6.8E-3 | −2.2E-2 | −2.9E-2 | 0.821 | 0.811 | 0.818 | 0.892 | 0.955 | 0.934 |
M1-Gs | 4.4E-3 | −1.9E-2 | −2.3E-2 | 0.819 | 0.800 | 0.857 | 0.907 | 0.952 | 0.935 | |
M2-Gi | 6.8E-3 | −2.0E-2 | −2.6E-2 | 0.835 | 0.846 | 0.836 | 0.937 | 0.947 | 0.941 | |
M2-Gs | 3.5E-4 | −1.5E-2 | −1.5E-2 | 0.871 | 0.861 | 0.907 | 0.953 | 0.965 | 0.942 | |
4 | M1-Gi | 3.0E-2 | −1.6E-2 | −1.9E-2 | 0.880 | 0.874 | 0.889 | 0.903 | 0.972 | 0.957 |
M1-Gs | 3.7E-3 | −1.5E-2 | −1.9E-2 | 0.869 | 0.862 | 0.888 | 0.916 | 0.967 | 0.955 | |
M2-Gi | 1.1E-3 | −7.5E-3 | −8.6E-3 | 0.896 | 0.915 | 0.911 | 0.966 | 0.967 | 0.963 | |
M2-Gs | −3.8E-3 | −9.4E-3 | −5.7E-3 | 0.888 | 0.913 | 0.916 | 0.968 | 0.973 | 0.950 |