Sentence examples for based on multiple imputation from inspiring English sources

This method is based on multiple imputation (Rubin [1987]): The conditioning model defines how the observed item responses are related to θ, and the plausible-values approach provides a model-based imputation of missing θ n values.

We propose an approach based on multiple imputation [10] to conduct sensitivity analyses adjusting estimates of cumulative mortality during the first year of ART for the excess risk of death in those lost to follow-up.

*Results based on multiple imputation of missing values.

(See appendix 2 for the hazard ratios for low health literacy based on multiple imputation).

However, the potential impact of dropouts was addressed in an ITT analysis based on multiple imputation of missing outcome data.

All participants that had missings in their measurements, were assigned a value based on multiple imputation procedure.

All results presented are based on multiple imputations.

> -wrap-foot> *numberepresentestimatedated number of newly diagnosed cased based on multiple imputations.

All analyses were performed using STATA/SE 12.1 using 'mi' functions for estimations based on multiple imputations.

Last, we performed linear mixed models regression to compare evolution of hemoglobin and creatinine between both groups based on multiple imputations of missing values [ 23].

To prevent bias from missing values on the 4DSQ and the SF 36 at baseline (N = 102), 6 weeks (N = 87) and 12 weeks (N = 70), we performed a single imputation based on multiple linear regression.