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. 2022 Apr 23;24(3):776–794. doi: 10.1093/biostatistics/kxac006

Table 2.

Comparing distributed Cox regression (Dist), pooled Cox regression (pooled), multivariate meta-analysis (MulV), and univariate meta-analysis (UniV) with simulated data of sample size Inline graphic with data generated from unstratified models. Sample sizes from data-contributing sites Inline graphic are provided in the table below. Covariates distributions are different among the data-contributing sites. True log HR value is Inline graphic. Number of replications Inline graphic 10 000

Method Unstratified   Stratified   Meta-analysis     Unstratified   Stratified   Meta-analysis
  Pooled Dist   Pooled Dist   MulV UniV     Pooled Dist   Pooled Dist   MulV UniV
  Inline graphic ; Inline graphic; Inline graphic     Inline graphic ; Inline graphic; Inline graphic
bias 0.0006 0.0036   0.0002 0.0042   Inline graphic 0.0013 0.0016     0.0000 0.0022   Inline graphic 0.0004 0.0027   Inline graphic 0.0019 0.0001
cr 0.9507 0.9559   0.9498 0.9481   0.9506 0.9473     0.9528 0.9578   0.9511 0.9491   0.9500 0.9510
mae 0.0459 0.0469   0.0653 0.0658   0.0653 0.0818     0.0424 0.0435   0.0550 0.0552   0.0550 0.0617
cios 0.9500 0.9413   0.8434 0.8418   0.8434 0.7740     0.9500 0.9424   0.8764 0.8756   0.8763 0.8419
sse 0.0574 0.0585   0.0821 0.0825   0.0821 0.1030     0.0533 0.0546   0.0689 0.0691   0.0688 0.0773
ese 0.0571 0.0602   0.0813 0.0814   0.0813 0.1028     0.0537 0.0563   0.0692 0.0689   0.0691 0.0769
rse 0.0569 0.0604                 0.0535 0.0566            

cr: coverage rate; mae: mean absolute error; cios: confidence interval overlap statistics; sse: sample standard error; ese: estimated standard error; rse: robust standard error estimate.