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Table 4 Estimates of the marginal proportion of the binary outcome variable under four analysis methods (n = 100, δ = 1); True value = 0.5

From: Evaluation of a weighting approach for performing sensitivity analysis after multiple imputation

  Number of imputations (m)
  5 10 50 100 500 1000
Full dataset (before deletion) 0.497      
Complete Case Analysis 0.639      
Multiple Imputation under MAR 0.608 0.608 0.608 0.608 0.608 0.608
Sensitivity Analysis under MNAR 0.545 0.526 0.493 0.482 0.460 0.452
  1. Note: The empirical Monte Carlo standard errors were all around 0.002 for MI and for sensitivity analysis