Sentence examples for using multiple imputation and from inspiring English sources

Using multiple imputation and simulation methods, levels of aspirin and ibuprofen use were adjusted to reflect both random and systematic sources of underascertainment of their use [38].

The results of these analyses were comparable to those performed using multiple imputation and are therefore not repeated here.

Using multiple imputation and additional adjustment for BMI, smoking and alcohol consumption resulted in similar estimate (OR=0.9; 95% CI=0.8, 1.0; data not shown in tables).

We addressed the problem of missing data due to death and disability common to longitudinal critical care outcomes studies by using multiple imputation and linear mixed-effects models.

Finally, we investigated any influence missing data might have made using multiple imputation, and this had no overall impact on our results.

We repeated the analysis using multiple imputation and 95% of the adiposity correlations examined were within 0.02, so for simplicity we decided to use the complete case approach.

A sensitivity analysis was performed using multiple imputations, and the results were consistent with those presented for the non-imputed samples.

Missing values were handled by using multiple imputations, and sensitivity analysis showed no significant difference in the variables (P > 0.05).

We also constructed other models to account for the patients with missing observations on the severity scale by using multiple imputations and by excluding these cases from the model.

Three studies used multiple imputation and two studies used single imputation.

We used multiple imputation and nonresponse weighting to adjust missing data.