Sentence examples for multiple imputations for from inspiring English sources

Missing values were imputed with 10 multiple imputations for confounding factors.

However, analysis with multiple imputations for missing systolic blood pressure and analysis with adjustment for available systolic blood pressures gave the same results (Table 2).

We first develop a strategy for multiple imputations for repeated measures data under a cell-means model that is applicable for any multivariate data with small samples.

The results were similar after multiple imputations for missing data (data not shown).

Multiple imputations for missing values on the working conditions were conducted using R software [ 25].

This procedure uses Gibbs sampling for multiple imputations for incomplete multivariate data.

Missing values were imputed using 10-fold multiple imputation for each cohort, using the remaining variables as predictors.

Analysis of health status outcomes for surviving participants used multiple imputation for missing data: 50 imputed datasets were created and estimates combined across datasets with Rubin's rules.

To adjust for sample attrition, all of our analyses were conducted using ten imputed datasets created via chained equation multiple imputation for missing values, a method recommended over listwise deletion of cases with missing observations (e.g., Widaman 2006).

Approximate ICERs for the full imputed sample were -£15,500/QALY (last observation carried forward) and -£6,000/QALY (multiple imputation) for total healthcare costs and -£3,900/QALY (last observation carried forward) and -£3,100/QALY (multiple imputation) for combined social and healthcare costs.

Furthermore, although we used multiple imputation for missing values, separate models were created using original and imputed data, and no significant differences were seen.