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Table 3 Bias and MSE of Hazard ratio for estimation of the association between cumulative drug dose and outcome

From: Statistical methods for elimination of guarantee-time bias in cohort studies: a simulation study

β 0

Cumulative dose

Cox regression

Time-dependent

Cox regression

Landmark analyses

      

τ = 5

τ = 7

  

Bias

MSE

Bias

MSE

Bias

MSE

Bias

MSE

log(0.015)

Low

0.0732

0.0035

0.0009

0.0041

0.0673

0.0062

0.0416

0.0105

Moderate

0.2735

0.0019

0.0005

0.0043

0.0641

0.0043

0.0469

0.0068

High

0.6210

0.0004

0.0419

0.0034

0.0437

0.0174

0.0429

0.0061

log(5∗0.015)

Low

0.0822

0.0009

0.0007

0.0012

0.0614

0.0020

0.0352

0.0034

Moderate

0.3002

0.0004

−0.0024

0.0012

0.0585

0.0013

0.0455

0.0023

High

0.6263

0.0001

0.0392

0.0011

0.0377

0.0048

0.0366

0.0019

log(10∗0.015)

Low

0.0944

0.0006

0.0011

0.0008

0.0565

0.0016

0.0300

0.0029

Moderate

0.3349

0.0002

−0.0032

0.0009

0.0524

0.0011

0.0461

0.0020

High

0.6331

0.0001

0.0360

0.0009

0.0360

0.0038

0.0338

0.0016

  1. β 0 values represent disease incidence rate, MSE Mean squared error, τ Landmark time