Sentence examples for multiple imputation results from inspiring English sources

The multiple imputation results were estimated using 20 imputations.

We report complete case and multiple imputation results from regression analyses.

All analyses then were repeated using only complete cases for comparison with multiple imputation results.

Multiple imputation results in valid statistical inferences that properly reflect uncertainty due to missing values (Schafer, 1997).

Reported results are based on multiple imputation results and the presented model is the averaged results from 50 imputations.

Complete case results for cystatin C were in line similarly with the multiple imputation results (Table S4 a-d).

Although the multiple imputation result of PMR effectiveness at 1 y is different from that of the "completers" analysis, it cannot be established if the differing results can be explained by preferential loss of subjects with minimal weight loss.

Using missForest for multiple imputation resulted in very biased estimates and poor coverage of confidence intervals.

In the sensitivity analysis which assigned missing values using multiple imputations, results very similar to those shown in Fig.  1 were obtained, as shown in Additional file 1: figure S1 (online).

Assigning missing ethnicity values using multiple imputation generated results very similar to those obtained in our main analysis (Additional file 1: Figure S1).

Particularly for large sample sizes, both ML and Multiple Imputation (MI) result in similar estimates (Dong and Peng 2013).