Skip to main content

Table 3 Estimates of the linear regression coefficient (β 1 ) 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) 0.498      
Complete Case Analysis 0.339      
Multiple Imputation under MAR 0.339 0.340 0.339 0.339 0.339 0.339
Sensitivity Analysis under MNAR 0.440 0.470 0.532 0.557 0.611 0.633
  1. Note: The empirical Monte Carlo standard errors were all around 0.004 for MI and 0.005 for sensitivity analysis