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Table 5 Bias in the interaction effect between treatment effect and covariate (age) in each of the models in the presence of high but plausible heterogeneity in the interaction effect

From: A comparison of the statistical performance of different meta-analysis models for the synthesis of subgroup effects from randomized clinical trials

No. of trials

Model 1

Model 2

Model 3

Model 4

Model 5

Model 6

Model 7

6

0.00179 (0.09149)

−0.00006 (0.09595)

0.00323 (0.10316)

0.00179 (0.09149)

0.00038 (0.09622)

0.00323 (0.10316)

−0.06454 (1.87747)

10

−0.00101 (0.07082)

−0.00079 (0.07411)

− 0.00070 (0.08183)

− 0.00101 (0.07082)

− 0.00072 (0.07410)

−0.00070 (0.08183)

0.01286 (1.22375)

16

−0.00013 (0.05543)

−0.00060 (0.05795)

− 0.00094 (0.06589)

−0.00014 (0.05543)

− 0.00050 (0.05800)

−0.00094 (0.06589)

0.01857 (0.93068)

20

−0.00049 (0.05012)

−0.00102 (0.05260)

− 0.00119 (0.05889)

−0.00049 (0.05012)

− 0.00097 (0.05254)

−0.00119 (0.05889)

− 0.02249 (0.81903)

26

−0.00051 (0.04289)

− 0.00079 (0.04524)

0.00012 (0.05107)

− 0.00051 (0.04289)

−0.00076 (0.04517)

0.00012 (0.05107)

−0.01126 (0.67902)

30

−0.00013 (0.04099)

0.00051 (0.04331)

0.00018 (0.04889)

−0.00013 (0.04099)

0.00049 (0.04323)

0.00018 (0.04889)

0.00940 (0.62751)

40

0.00034 (0.03480)

0.00073 (0.03687)

0.00050 (0.04180)

0.00034 (0.03480)

0.00074 (0.03686)

0.00050 (0.04180)

0.01953 (0.55119)

50

−0.00010 (0.03198)

−0.00005 (0.03364)

− 0.00013 (0.03806)

−0.00010 (0.03198)

− 0.00004 (0.03368)

−0.00013 (0.03806)

0.00074 (0.48328)

  1. Values in brackets are Monte Carlo standard errors