Sentence examples similar to wise imputation from inspiring English sources

A step-wise imputation technique was applied to impute all missing test values in the integrated dataset to obtain a new, imputed, comprehensive dataset (all variables, all sites).

Although imputation accuracy was in general high, SNP-wise imputation accuracy is relevant also.

For some genomic applications (e.g. genome-wide association (GWA) studies), SNP-wise imputation accuracy is relevant to prevent the propagation of genotyping errors.

Impute: impute: Imputation for microarray data.

In the above analyses, the missing data for one patient's first pre-treatment scan (three tumours) were dealt with using list-wise deletion or imputation (from the second scan) as appropriate, with the aim of maximising the amount of data available, while minimising bias.

Missing data were addressed by case-wise deletion rather than imputation.

Secondly, step-wise unsupervised and supervised imputation (the latter accounting for the 'clinical truth' as determined by cystoscopy) was performed using personalized modelling, k-nearest-neighbour methods, multiple logistic regression and multilayer perceptron neural networks.

Another related technique is 'class-wise'or 'multiple'mean-value imputation, where the averages are computed separately for the two classes.

The use of list-wise deletion and/or demographic-only imputation may produce significant distortion in estimating national levels of certain health conditions.

The use of list-wise respondent deletion and/or demographic imputation results in the underestimation of severe depression among adults in the USA.

As one can see, the pattern of results remains the same between the case-wise deletion procedure and the multiple imputation procedure.