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. Author manuscript; available in PMC: 2017 Oct 18.
Published in final edited form as: J Am Stat Assoc. 2016 Oct 18;111(515):1075–1095. doi: 10.1080/01621459.2016.1164052

Table 5.

Average relative width of 95% credible/confidence intervals for β1 and θ, with the Weibull-MVN model taken as the referent, across six simulation scenarios given in Table 3. Throughout values are based on results from R=500 simulated datasets.

Scenario Weibull
-MVN
Weibull
-DPM
Weibull
-SF
PEM
-MVN
PEM
-DPM
Spline
-SF
1 β11 1.00 1.00 0.81 1.02 1.02 0.81
β12 1.00 1.00 0.77 1.04 1.04 0.77
β13 1.00 1.00 0.84 1.00 1.01 0.83
θ 1.00 1.00 1.10 1.12

2 β11 1.00 1.00 0.73 1.02 1.02 0.73
β12 1.00 1.00 0.69 1.03 1.04 0.69
β13 1.00 1.00 0.76 1.00 1.00 0.76
θ 1.00 1.00 1.12 1.14

3 β11 1.00 1.00 0.81 1.02 1.02 0.81
β12 1.00 1.00 0.76 1.04 1.04 0.77
β13 1.00 1.00 0.83 1.00 1.01 0.83
θ 1.00 1.00 1.10 1.13

4 β11 1.00 1.00 0.95 1.02 1.01 0.96
β12 1.00 1.00 0.94 1.03 1.03 0.95
β13 1.00 1.00 0.96 1.01 1.01 0.96
θ 1.00 1.00 1.09 1.09

5 β11 1.00 1.00 0.81 1.02 1.02 0.81
β12 1.00 1.00 0.77 1.03 1.03 0.77
β13 1.00 1.00 0.83 1.00 1.00 0.83
θ 1.00 1.00 1.09 1.09

6 β11 1.00 1.00 0.74 0.94 0.95 0.73
β12 1.00 1.00 0.72 0.96 0.97 0.71
β13 1.00 1.00 0.76 0.93 0.93 0.75
θ 1.00 1.00 0.89 0.90