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. Author manuscript; available in PMC: 2016 Jun 1.
Published in final edited form as: J Am Stat Assoc. 2014 Jun 27;110(510):711–722. doi: 10.1080/01621459.2014.926815

Table 4.

Simulation results for the proposed method DTM2, and for 2-cycle extensions (3+3)a, (3+3)b, ECRM of standard phase I methods, and the 2-cycle extension ETEOR of the phase I-II method of Li et al. (2006). U¯ = mean empirical utility, Qselect = mean payoff of dselect. Empirical percentages Pr(Tox) and Pr(Eff) include patients who received at least cycle 1 of treatment.

Scenarios Criterion DTM2 (3+3)a (3+3)b ECRM ETEOR
1 Ū 66.48 59.27 58.81 56.56 61.90
Qselect 57.77 54.36 52.30 51.75 52.43
Pr(Tox) 0.25 0.22 0.23 0.27 0.25
Pr(Eff) 0.07 0.03 0.03 0.05 0.07
% completed trials 2.3 88.6 96.5 99.6 4.4
2 U¯ 136.35 124.36 118.32 115.86 122.13
Qselect 135.76 103.85 104.48 102.43 108.47
Pr(Tox) 0.39 0.30 0.33 0.36 0.35
Pr(Eff) 0.72 0.58 0.55 0.56 0.60
% completed trials 99.4 39.2 64.7 95.6 78.2
3 U¯ 94.23 85.95 85.75 89.93 88.04
Qselect 84.39 77.98 80.14 78.43 78.47
Pr(Tox) 0.38 0.27 0.27 0.30 0.26
Pr(Eff) 0.38 0.27 0.27 0.33 0.28
% completed trials 79.4 96.6 99.2 100.0 78.50
4 Ū 75.84 81.81 80.12 85.40 84.94
Qselect 69.49 74.92 75.76 78.67 78.87
Pr(Tox) 0.51 0.25 0.26 0.29 0.28
Pr(Eff) 0.29 0.22 0.21 0.29 0.27
% completed trials 96.7 83.2 94.7 99.4 81.7
5 Ū 66.65 52.87 52.72 50.41 NA
Qselect 50.64 40.66 40.70 40.61 NA
Pr(Tox) 0.84 0.43 0.44 0.53 NA
Pr(Eff) 0.35 0.08 0.04 0.03 NA
% completed trials 0.4 6.8 20.0 9.0 0.0
6 U¯ 96.43 82.82 79.27 81.50 86.14
Qselect 92.78 70.30 71.28 71.29 76.24
Pr(Tox) 0.45 0.28 0.32 0.32 0.32
Pr(Eff) 0.41 0.24 0.23 0.25 0.29
% completed trials 90.9 51.5 74.7 97.6 58.3
7 Ū 91.88 82.66 79.31 80.99 86.32
Qselect 84.91 70.28 71.27 71.16 76.34
Pr(Tox) 0.47 0.28 0.32 0.32 0.32
Pr(Eff) 0.38 0.24 0.22 0.25 0.29
% completed trials 90.3 51.4 73.6 97.5 58.7
8 Ū 95.92 80.24 76.09 79.83 80.75
Qselect 93.22 68.23 69.26 69.28 70.73
Pr(Tox) 0.54 0.34 0.36 0.37 0.34
Pr(Eff) 0.45 0.25 0.22 0.27 0.27
% completed trials 84.7 49.4 73.2 97.6 57.9