Sentence examples for used a multiple imputation from inspiring English sources

We used a multiple imputation method to impute missing NIHSS values.

Therefore, to evaluate multiple pollutant exposures in one model, we used a multiple imputation approach to impute the missing exposure values (Royston and White 2011).

However, because of missing data, we used a multiple imputation procedure to impute values for the missing data for diabetes and gynecomastia.

As nearly 20% of household income data were missing, we used a multiple imputation process [ 27] to obtain 4 imputed values, and then created 4 data sets, each of which contained one of the imputed values.

Since the derivation of a prognostic model can seriously be affected by missing data[ 25], we used a multiple imputation procedure (MICE, Multivariate Imputation by Chained Equations[ 26]) to impute missing values.

We used a multiple imputation measurement error approach to transform CSF Aβ42 into PIB PET units and pool measures of Aβ from either source (Cole et al., 2006).

Since respondent age was missing for approximately 5% of the study sample, the logistic regression analyses were performed using a multiple imputation approach (10 imputed datasets constructed using Markov Chain Monte Carlo method) with parameter estimates adjusted using Rubin's rules [ 6].

Missing birth weights were imputed using a multiple imputation method [ 20].

Missing data were imputed using a Multiple Imputation by Chained Equation (MICE) approach to obtain a full dataset [ 21].

These values were imputed using a multiple imputation using the aregImpute function from the Hmisc library in R, using additive regression, bootstrapping and predictive mean matching [ 19].

We will examine the structure and pattern of missing data and, if appropriate, will present a sensitivity analysis based on data imputed using a multiple imputation model.