Sentence examples for multiple imputation resulted from inspiring English sources

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

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.

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).

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

We also conducted the analysis after accounting for missing data using multiple imputation; results did not differ significantly and the original analysis is reported.

In the sensitivity analysis, which assigned missing values using multiple imputation, results similar to those shown in Figure 1 were obtained as shown in Supplementary Figure 2 (online).

To compensate for the missing values in the logistic regression models, multiple imputation was employed using multivariate normal regression, based on age, sex, and smoking data; multiple imputation results in less biased findings when dealing with missing covariate data [ 13].

Multiple imputation results for the remaining 11 countries are presented in supplementary tables found in Online Supplement 2; results from the complete case approach are also available in the online supplement.