Sentence examples for multiple data imputations from inspiring English sources

However, the sociodemographics (such as smoking, maternal age and parity) of this group were close to those of the general population, and multiple data imputations of missing information did not change the results (data not shown).

To address the problem of missing data in single measurement instruments, we performed a multiple data imputation.

In order to deal with missing data occurring not in the primary but in the secondary outcomes, we performed secondary intention-to-treat analyses with multiple data imputation using the Full Information Maximum Likelihood method.

For these variables, to allow for the missing data, multiple imputations (10 imputations) were carried out using the Multiple Imputations by Chained Equations with predicted mean matching.

We used multiple imputation (data augmentation using Markov Chain Monte Carlo generation) to replace missing outcome data for the physical activity variables, height, and weight for the follow-up measure.

Multiple imputation data.

We repeated the analyses using the multiple imputation data sets.

We will generate five multiple imputation data sets.

In both the original analysis and that using multiple imputation data, the ICT-TB test did not significantly add to the clinical predictors (P = 0.07).

In a sensitivity analysis, all calculations were redone with missing data imputed (using multiple imputation).

For analyzing moderators and binary outcome data, multiple imputations were used to replace missing values.