Table 3.
Performance indicators using grouped data according to sample size and length of follow-up in years
| Scenario | N | FUP | AB | SD | CVR | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| α | π | λ | γ | β | δ | α | π | λ | γ | β | δ | α | π | λ | γ | β | δ | |||
| BREASTa | 10,000 | 5 | 0.094 | −0.034 | 0.003 | 0.013 | − 0.246 | − 0.046 | 0.298 | 0.170 | 0.033 | 0.083 | 3.728 | 0.379 | 92% | 84% | 90% | 92% | 92% | 92% |
| 10 | 0.009 | −0.004 | 0.000 | 0.003 | 0.006 | −0.012 | 0.144 | 0.048 | 0.013 | 0.052 | 0.229 | 0.179 | 94% | 93% | 95% | 96% | 94% | 94% | ||
| 15 | 0.000 | −0.003 | 0.000 | 0.002 | −0.007 | − 0.003 | 0.090 | 0.036 | 0.010 | 0.045 | 0.174 | 0.139 | 93% | 94% | 96% | 96% | 94% | 94% | ||
| 5000 | 5 | 0.158 | −0.049 | 0.007 | 0.024 | −0.500 | − 0.057 | 0.407 | 0.218 | 0.042 | 0.115 | 5.504 | 0.518 | 91% | 78% | 84% | 90% | 90% | 90% | |
| 10 | 0.022 | −0.009 | 0.001 | 0.007 | 0.012 | −0.029 | 0.207 | 0.079 | 0.020 | 0.074 | 0.408 | 0.258 | 92% | 91% | 94% | 96% | 93% | 93% | ||
| 15 | −0.003 | −0.006 | 0.000 | 0.006 | −0.013 | −0.009 | 0.127 | 0.054 | 0.015 | 0.064 | 0.250 | 0.196 | 91% | 90% | 92% | 95% | 93% | 92% | ||
| 2000 | 5 | 0.280 | −0.056 | 0.017 | 0.067 | −0.117 | − 0.121 | 0.579 | 0.265 | 0.061 | 0.179 | 7.413 | 0.732 | 86% | 69% | 80% | 91% | 88% | 86% | |
| 10 | 0.053 | −0.025 | 0.002 | 0.024 | −0.132 | − 0.112 | 0.320 | 0.146 | 0.031 | 0.122 | 3.012 | 0.436 | 89% | 87% | 93% | 94% | 89% | 90% | ||
| 15 | 0.007 | −0.020 | −0.001 | 0.014 | 0.006 | −0.038 | 0.193 | 0.096 | 0.024 | 0.106 | 0.470 | 0.308 | 91% | 89% | 92% | 95% | 91% | 93% | ||
| 1000 | 5 | 0.325 | −0.063 | 0.048 | 0.109 | 0.188 | −0.041 | 0.874 | 0.287 | 0.494 | 0.250 | 9.474 | 0.990 | 81% | 65% | 80% | 93% | 86% | 84% | |
| 10 | 0.079 | −0.048 | 0.003 | 0.042 | −0.254 | − 0.080 | 0.421 | 0.193 | 0.043 | 0.172 | 3.952 | 0.579 | 88% | 82% | 90% | 94% | 89% | 90% | ||
| 15 | 0.003 | −0.036 | −0.001 | 0.028 | −0.049 | − 0.027 | 0.255 | 0.133 | 0.032 | 0.146 | 1.934 | 0.451 | 91% | 87% | 90% | 95% | 91% | 89% | ||
| 500 | 5 | 0.308 | −0.066 | 0.050 | 0.243 | 1.870 | −0.089 | 1.208 | 0.316 | 0.202 | 0.469 | 15.490 | 1.307 | 76% | 58% | 79% | 90% | 88% | 82% | |
| 10 | 0.136 | −0.059 | 0.011 | 0.104 | 0.195 | −0.195 | 0.558 | 0.240 | 0.093 | 0.271 | 9.083 | 0.847 | 86% | 74% | 85% | 92% | 88% | 85% | ||
| 15 | 0.036 | −0.049 | 0.001 | 0.080 | −0.108 | − 0.128 | 0.347 | 0.193 | 0.049 | 0.236 | 6.109 | 0.667 | 89% | 79% | 86% | 92% | 89% | 87% | ||
| LUNGb | 10,000 | 5 | −0.169 | 0.002 | −0.008 | 0.000 | −0.010 | 0.003 | 1.595 | 0.012 | 0.017 | 0.021 | 0.138 | 0.030 | 95% | 95% | 92% | 96% | 96% | 94% |
| 10 | −0.016 | 0.002 | −0.009 | −0.001 | 0.002 | 0.003 | 0.386 | 0.005 | 0.014 | 0.016 | 0.074 | 0.024 | 95% | 92% | 90% | 94% | 95% | 95% | ||
| 15 | −0.006 | 0.002 | −0.009 | −0.001 | 0.003 | 0.003 | 0.206 | 0.004 | 0.014 | 0.015 | 0.065 | 0.023 | 96% | 92% | 89% | 95% | 95% | 95% | ||
| 5000 | 5 | −0.130 | 0.002 | −0.008 | 0.001 | −0.004 | −0.001 | 2.341 | 0.017 | 0.023 | 0.029 | 0.202 | 0.043 | 94% | 94% | 93% | 95% | 93% | 95% | |
| 10 | −0.028 | 0.002 | − 0.009 | 0.001 | 0.005 | 0.001 | 0.555 | 0.008 | 0.020 | 0.022 | 0.110 | 0.034 | 95% | 93% | 92% | 95% | 94% | 94% | ||
| 15 | 0.013 | 0.003 | −0.009 | 0.001 | 0.009 | 0.001 | 0.305 | 0.007 | 0.019 | 0.021 | 0.096 | 0.032 | 94% | 93% | 92% | 95% | 94% | 95% | ||
| 2000 | 5 | −0.079 | 0.002 | −0.007 | 0.005 | −0.006 | −0.004 | 3.792 | 0.027 | 0.036 | 0.050 | 0.399 | 0.070 | 94% | 92% | 95% | 95% | 94% | 95% | |
| 10 | 0.039 | 0.003 | −0.008 | 0.003 | 0.006 | 0.004 | 0.927 | 0.013 | 0.031 | 0.037 | 0.170 | 0.053 | 94% | 95% | 93% | 94% | 95% | 95% | ||
| 15 | 0.009 | 0.002 | −0.009 | 0.001 | 0.003 | 0.005 | 0.502 | 0.011 | 0.031 | 0.035 | 0.148 | 0.051 | 93% | 94% | 93% | 95% | 95% | 95% | ||
| 1000 | 5 | 0.419 | 0.005 | −0.003 | 0.012 | −0.027 | − 0.008 | 5.265 | 0.038 | 0.054 | 0.070 | 1.379 | 0.104 | 92% | 92% | 95% | 96% | 93% | 95% | |
| 10 | 0.072 | 0.003 | −0.007 | 0.009 | 0.003 | 0.003 | 1.246 | 0.018 | 0.044 | 0.053 | 0.242 | 0.075 | 96% | 94% | 93% | 94% | 97% | 95% | ||
| 15 | 0.006 | 0.002 | −0.008 | 0.005 | −0.002 | 0.004 | 0.705 | 0.015 | 0.043 | 0.049 | 0.212 | 0.072 | 93% | 93% | 94% | 95% | 96% | 95% | ||
| 500 | 5 | 1.986 | 0.012 | 0.004 | 0.025 | 0.045 | −0.031 | 7.705 | 0.056 | 0.080 | 0.108 | 4.088 | 0.166 | 90% | 89% | 95% | 94% | 90% | 93% | |
| 10 | 0.462 | 0.006 | −0.005 | 0.019 | 0.050 | −0.011 | 1.777 | 0.025 | 0.063 | 0.073 | 0.352 | 0.112 | 98% | 95% | 95% | 95% | 95% | 94% | ||
| 15 | 0.116 | 0.003 | −0.009 | 0.012 | 0.019 | −0.007 | 1.003 | 0.021 | 0.062 | 0.068 | 0.306 | 0.106 | 93% | 96% | 95% | 95% | 95% | 94% | ||
Absolute Bias (AB) = Mean (estimates - true value); Standard Deviation (SD) = standard deviation over the set of 1000 estimates; Coverage (CVR) = the proportion of the time that the estimated 95% confidence intervals contained the true value. Estimated over 1000 simulation runs each composed by different sample size and follow-up lenght in years (FUP)
aTrue values: π60 = 0.7, λ =0.1, γ =1.1, β = − 0.15 and δ =0
bTrue values: π60 = 0.1, λ =0.9, γ =0.8, β = − 0.75 and δ = − 0.3