Sentence examples for used for multiple imputation from inspiring English sources

The R (The R Foundation for Statistical Computing, Vienna, Austria) package nlme was used for mixed effects models, Realcom impute 19 was used for multiple imputation, and spss 21/22 (IBM Corp., Armonk, NY, USA) was used for other analyses.

In the context of missing data, the Bayesian bootstrap can be used for multiple imputation.

(Methods used for multiple imputation are described in online-only Data Supplement Methods III).

The statistical model used for multiple imputation is the joint multivariate normal distribution.

The statistical model used for multiple imputation is the joint multivariate normal distribution, using Amelia software [ 64, 67- 69].

In particular package mi [ 35] was used for multiple imputation and package hivi [ 30] was used to compute 95% confidence intervals of estimates.

The function aregImpute in the R package Hmisc functions was used for multiple imputations (200 imputed data sets).

Each draw represents a random sample of the missing values and is then used for multiple-imputation inference such that a number of data sets (equal to the number of draws) of 'complete' cases are analysed using standard statistical analyses.

We used ice for multiple imputation with chained equations [ 33] for imputing missing data.

Using missForest for multiple imputation resulted in very biased estimates and poor coverage of confidence intervals.

The missing values were replaced using linear regression for multiple imputation for continuous variables and using logistic regression for binary variables (command mi impute).