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Table 6 Performance indicators of Model(1) in presence of data generated with α randomly assigned among patients

From: A new cure model that corrects for increased risk of non-cancer death: analysis of reliability and robustness, and application to real-life data

 

α range

AB

SD

CVD

α

π

λ

γ

β

δ

α

π

λ

γ

β

δ

α

π

λ

γ

β

δ

BREASTa

0.832–1.664

− 0.024

− 0.006

− 0.001

0.003

− 0.019

− 0.001

0.091

0.036

0.010

0.044

0.165

0.132

95%

94%

94%

94%

95%

95%

0.659–1.978

− 0.066

− 0.013

− 0.002

− 0.004

− 0.042

0.022

0.089

0.036

0.010

0.044

0.160

0.126

88%

96%

94%

95%

95%

95%

0.555–2.218

−0.106

− 0.019

− 0.002

− 0.003

− 0.039

0.019

0.088

0.036

0.010

0.043

0.155

0.120

77%

95%

91%

95%

94%

96%

LUNGb

1.386–2.773

−0.042

0.002

−0.009

− 0.001

0.002

0.003

0.204

0.004

0.014

0.015

0.064

0.022

95%

93%

89%

96%

95%

96%

1.099–3.296

−0.108

0.001

− 0.010

− 0.002

− 0.002

0.003

0.201

0.004

0.014

0.015

0.064

0.022

91%

95%

89%

96%

96%

96%

0.924–3.697

−0.165

0.001

−0.010

− 0.002

− 0.006

0.003

0.196

0.004

0.014

0.015

0.063

0.022

86%

96%

89%

95%

96%

96%

  1. 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
  2. Estimated over 1000 simulation runs; Sample size 10,000; follow-up 15 years
  3. aTrue values: α = 1.2, π60 = 0.7, λ = 0.1, γ = 1.1, β = − 0.15 and δ = 0
  4. bTrue values: α = 2, π60 = 0.1, λ = 0.9, γ = 0.8, β = − 0.75 and δ = − 0.3