Sentence examples for by using multiple imputations from inspiring English sources

We imputed missing data of the covariates by using multiple imputations.

Missing data in studies will be addressed by using multiple imputations by chained equations.

To avoid bias arising from missing information on SES, we performed further analyses by using multiple imputations.

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

We calculated the 10 year estimated risk of acquiring type 2 diabetes for each patient in the validation dataset by using multiple imputations to replace missing values for smoking status and body mass index, as in the derivation dataset.

We conducted sensitivity analyses, first by considering the inclusion of two-way interactions in our score, and second, by using multiple imputations by chained equations [ 19, 20] to account for missing data.

The robustness of the results will be examined in sensitivity analyses by using multiple imputation techniques to impute missing 3 year follow-up data, and also restricting analyses to a pre-specified follow-up window.

The effect of market disinfection and closure on H7N9 virus isolation rates was similarly tested, after accounting for missing data from H7N9 virus rRT-PCR positive samples not available forRT-PCR positiveing multiple imputation methodsamples50 imputed datasets.

Values were imputed by using multiple imputation methods.

Missing data for income was imputed by using multiple imputation [ 17].

Missing lipid and smoking data were imputed by using multiple imputation methods (online-only Data Supplement).