Sentence examples similar to critical imputation from inspiring English sources

Impute: impute: Imputation for microarray data.

A critical part of the imputation process is the inclusion of those variables that are correlated with missingness as well as the interactions to be used in the analysis process.

However, imputation remains a critical area for improvement in GBS.

Therefore, the development of a valid imputation method is critical for environmental and biomedical research.

FAOSTAT is based on data submitted by member countries in response to standard questionnaires, supplemented by a review of national sources and estimates or imputations to cover critical gaps.

We addressed the problem of missing data due to death and disability common to longitudinal critical care outcomes studies by using multiple imputation and linear mixed-effects models.

Since genotypes are rarely available for crossbred individuals in livestock, most studies that have investigated the critical factors that affect the performance of imputation have been based on purebred plant [ 14] and livestock populations [ 15– 15].

Nevertheless these assumptions are critical to the overall ranking comparisons after missing value imputation.

Another critical issue that needs further study is missing data imputation using diary data.

To optimize our prediction model of HLA genes, we analyzed a number of critical parameters, including flanking-region size, genotyping platform, and imputation.

Thus, the next critical field for improvement in GBS is likely to be an imputation algorithm or package of algorithms that can answer its unique requirements.