Skip to main content

Table 1 Simulation results of the association parameter, α

From: Adjusting for measurement error in baseline prognostic biomarkers included in a time-to-event analysis: a joint modelling approach

True

True

Weibull

Joint model

α

σ e

Bias

% bias

MSE

CP

Bias

% bias

MSE

CP

 

0.1

-0.001

-0.2

0.006

94.8

0.005

0.9

0.006

95.3

0.50

0.5

-0.105

-21.1

0.016

65.4

0.005

0.9

0.007

95.6

 

1.0

-0.261

-52.1

0.071

0.4

0.008

1.6

0.012

94.8

 

0.1

0.002

1.0

0.005

94.4

0.005

2.0

0.006

94.3

0.25

0.5

-0.046

-18.5

0.007

89.0

0.007

2.7

0.007

94.5

 

1.0

-0.123

-49.2

0.018

34.1

0.010

4.1

0.009

94.8

 

0.1

0.003

-1.3

0.006

93.8

0.001

-0.2

0.006

94.0

-0.25

0.5

0.051

-20.6

0.007

87.1

0.000

-0.1

0.007

94.2

 

1.0

0.127

-50.7

0.019

29.7

-0.002

0.9

0.009

94.6

 

0.1

0.000

-0.1

0.006

96.6

-0.005

1.0

0.006

95.9

-0.50

0.5

0.104

-20.9

0.015

66.7

-0.006

1.1

0.007

95.7

 

1.0

0.260

-52.0

0.070

0.4

-0.010

2.0

0.012

94.5

  1. MSE - mean square error.
  2. CP - coverage probability.
  3. σ e - standard deviation of the measurement error.