Sentence examples for imputation mode from inspiring English sources

Consequently, the estimated conditional distribution of the covariate from which random values are drawn (multiple times) to replace the missing covariate values will be biased unless the outcome is included in the imputation mode (Moons et al, 2006).

Missing values were replaced with mode imputation.

We used mode imputation for variables with missing values.

kNNi performs significantly worse than any of these methods, only slightly out-performing Mode imputation.

Imputation to the mode was used for adjustment factors with 5% or less of missing values.

*Missing values on place of birth (0.5%) were replaced with mode imputation.

Those who had missing values on all items (n=5) were excluded; missing data for the remaining individuals (n=193) were replaced by mode imputation at each item to increase power [ 33].

Missing data for these variables were imputed using unconditional imputation: imputation of the mean for continuous variables or the mode for categorical variables [20].

The haplotype library phasing and imputation steps are independent of the mode of inheritance and therefore did not need to be modified, other than to ensure that phasing was performed in the pedigree-free mode.

The proposed imputation technique employs Probabilistic Neural Network (PNN) preceded by mode for imputing the missing categorical data.

Missing data, although rare, were dealt with by imputation of the mean for quantitative variables and the mode for categorical ones.