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Table 1 Event times generated according to a Cox-exponential model with a confounder X and an exposure status Z

From: Model-based estimation of measures of association for time-to-event outcomes

 

BIAS

MSE

 
 

PV

PV

Cox

PV

PV

Cox

 

(Z td)

(Z const)

CGPM

(Z td)

(Z const)

CGPM

200

-0.0112

-0.0966

-0.0170

0.0756

0.1042

0.0580

400

-0.0047

-0.0681

-0.0145

0.0701

0.0785

0.0523

600

-0.0081

-0.0034

-0.0094

0.0528

0.0392

0.0376

 

Width

Coverage

 
 

PV

PV

Cox

PV

PV

Cox

 

(Z td)

(Z const)

CGPM

(Z td)

(Z const)

CGPM

200

0.2857

0.1527

0.2143

0.9430

0.3150

0.9480

400

0.2791

0.1527

0.1926

0.9560

0.5830

0.9340

600

0.1949

0.1527

0.1418

0.9350

0.9400

0.9320

  1. CGPM was adopted using the Cox proportional hazard regression model. PV model was adopted with identity link. Pseudo times were fixed at quantiles 5%, 25%, 50%, 75%, 95% of the failure time distribution. The Z covariate was inserted in the PV model with an interaction with the baseline risk function modelled with a restricted cubic spline with 3 knots (Z td) giving an estimated risk difference varying through follow-up time, RD(t), and without time-dependence to estimate a constant RD through follow-up time between the first and the last pseudo-times (Z const).