Sentence examples for multiple imputations and from inspiring English sources

These multiple imputations and the addition of random error to each imputed item ensures that the variation in the imputed values follows closer the true distribution of the original measure.

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

He defines the concept of congeniality between the model generating the multiple imputations and the model of the secondary analyst.

To identify risk factors for mortality, we constructed logistic regression models using a combination of multiple imputations and bootstrapping to select prognostic variables and to handle missing data [14].

We then used Amelia II to impute the 204 masked data with various input parameters and assessed the performance of the prediction by computing the Pearson correlation coefficient between the median of multiple imputations and the actual measurement (Figure 4).

NY performed statistical analysis for multiple imputations and reviewed the study design and statistical analysis.

These scores were imputed by multiple imputation and included in analysis.

We begin by examining the theoretical underpinnings of multiple imputation and then briefly describe traditional imputation approaches.

The first method models cumulative costs and effectiveness using generalized linear models, multiple imputation and bootstrap techniques.

The approach combines multiple imputation and copula sampling to produce a stochastic individual tree growth and yield projection system.

b) We address missing data at single measurements of a repeated measurement study by using the multiple imputation and data augmentation techniques.