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. 2023 Mar 25;23:70. doi: 10.1186/s12874-023-01876-x

Table 5.

Performance indicators of Model(1) in presence of variation of α according to age at diagnosis

Scenario bα Range AB SD CVR
α40 α75 α π60 λ γ β δ α π60 λ γ β δ α π60 λ γ β δ
BREASTa −0.02 1.65 0.95 − 0.271 − 0.083 − 0.017 − 0.038 − 0.040 −0.043 0.102 0.059 0.011 0.043 0.251 0.175 24% 75% 59% 82% 88% 90%
−0.01 1.43 1.08 −0.129 − 0.037 − 0.008 − 0.017 0.070 − 0.104 0.098 0.047 0.011 0.045 0.210 0.163 72% 93% 85% 92% 89% 89%
−0.005 1.31 1.14 −0.065 − 0.020 − 0.004 − 0.008 0.109 − 0.129 0.095 0.042 0.011 0.045 0.192 0.155 90% 95% 92% 94% 86% 86%
0.001 1.18 1.21 0.012 0.000 0.001 0.004 0.001 −0.008 0.090 0.035 0.010 0.045 0.172 0.138 93% 93% 96% 95% 93% 94%
0.002 1.16 1.23 0.025 0.003 0.002 0.006 0.008 −0.013 0.089 0.034 0.010 0.045 0.169 0.137 93% 92% 96% 95% 94% 94%
0.005 1.09 1.26 0.061 0.011 0.004 0.011 0.028 −0.026 0.088 0.032 0.010 0.045 0.163 0.134 89% 89% 95% 95% 93% 94%
0.01 0.98 1.33 0.120 0.023 0.007 0.020 0.058 −0.047 0.085 0.029 0.010 0.046 0.152 0.130 72% 81% 92% 94% 92% 94%
LUNGb −0.08 3.80 1.00 −0.501 0.000 −0.013 − 0.008 0.030 − 0.006 0.174 0.004 0.013 0.015 0.064 0.023 20% 95% 84% 91% 93% 94%
−0.04 2.90 1.50 −0.239 0.002 −0.011 − 0.004 0.017 − 0.001 0.192 0.004 0.014 0.015 0.065 0.023 75% 94% 87% 93% 94% 94%
−0.02 2.45 1.75 −0.118 0.002 −0.010 − 0.002 0.010 0.001 0.199 0.004 0.014 0.015 0.065 0.023 90% 93% 89% 94% 95% 95%
0.01 1.78 2.13 0.046 0.003 −0.009 0.000 0.000 0.004 0.208 0.004 0.014 0.015 0.065 0.023 97% 91% 89% 95% 95% 95%
0.02 1.55 2.25 0.098 0.003 −0.008 0.001 −0.004 0.005 0.209 0.004 0.014 0.015 0.065 0.023 95% 92% 90% 95% 95% 95%
0.04 1.10 2.50 0.194 0.003 −0.007 0.002 −0.012 0.007 0.218 0.004 0.014 0.015 0.066 0.023 88% 91% 91% 95% 94% 94%
0.05 0.88 2.63 0.238 0.003 −0.007 0.003 − 0.016 0.008 0.221 0.004 0.014 0.015 0.066 0.023 84% 90% 91% 94% 94% 93%

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; Sample size 10,000; follow-up 15 years

aTrue values: α = 1.2, π60 = 0.7, λ = 0.1, γ = 1.1, β = − 0.15 and δ = 0

bTrue values: α = 2, π60 = 0.1, λ = 0.9, γ = 0.8, β = − 0.75 and δ = − 0.3