Sentence examples for imputation factor from inspiring English sources

Due to the high multicollinearity among the remaining indicators, after missing values analysis and imputation, factor analysis was performed with principal component analysis as the method of extraction.

Levels rose to 47 and 48% when the days supply estimates were adjusted with imputation factors.

Even using complete data with no imputation, only factors 2 and 3 showed appreciable attenuation although the impact on statistical significance was more extreme for all factors.

For each imputation method factors affecting the imputation accuracy were assessed.

Following risk factor imputation, the Medicare, VGNW, and BAR scores were calculated for each record.

With this option, SNPTEST runs a logistic regression based on the probability of genotype rather than dichotomous genotype, allowing the uncertainty of the imputation to be factored into the consideration [18].

Specific methodological parameters investigated in this study (e.g., sample size, SNP density, and imputation) each were factors in generating prediction model of HLA genes that were specific for a Han Chinese population.

Missing values were imputed with 10 multiple imputations for confounding factors.

Therefore, it is important to understand the underlying factors that affect imputation reliability and to take those factors into account when imputing genotypes.

Bimatoprost had a somewhat higher odds of achieving medication possession than travoprost when days supply was imputed, but this difference was significant (p = 0.048) only for the imputation method "2.0-2.1 Variable Factor".

Finally, multiple linear regression was performed to better quantify the impact of each factor on imputation accuracy.