Sentence examples for imputation for each from inspiring English sources

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

Accuracies of imputation for each strategy are presented by mean correct rates and mean correlation coefficients between imputed genotypes and real genotypes.

We then performed imputation for each chromosome separately in the 26 FM horses, using the same cross-validation design as before.

After imputation, for each of the four intervention groups, estimated analgesic costs were lower at follow-up than at baseline (table 1).

Effects were evaluated on an intention-to-treat basis, and the missing values were substituted by way of mean imputation for each outcome measure [ 54].

First, we studied imputation from 5 K to 8 K in genotyped purebred and crossbred datasets; the performance of imputation for each autosome of the purebred animals was evaluated only in the within-breed scenario; then imputations in purebred and crossbred animals were compared in within-breed, external-breed and combined-breed scenarios.

Monthly PM exposure was multiply imputed (40 imputations) for each month and each location represented in the residential history data using the nationwide exposure surface created from the space time model.

In order to use θ i in an analysis like that of equation (1), we must either (a) combine the IRT model with the regression model to estimate coefficients in (1) directly, or (b) provide estimates or imputations for each θ i that incorporate suitable measurement error into equation (1).

We specified the standard default uniform prior for the imputation model parameters and performed 20 imputations for each simulated dataset.

We then used this model with baseline CTS data to impute future use by type and duration for participants, taking the average of 5 imputations for each participant.

This repeated the random imputations for each item of missing data 10 times so that standard errors of all estimated parameters could be adjusted appropriately [ 50].