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Missing values were generally imputed into the most common category.
The transmissibility of an organism by transplantation is generally imputed by after-the-fact recognition of the organism in the blood or tissues of the allograft donor and recipient.
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Individuals are extremely sensitive in judging motivations: a greeting kiss, if protracted more than a second or two, takes on a sexual connotation, and recent studies show that if an adult male at a party stands closer than the length of his hand and forearm to a female, she generally imputes a sexual motive to his proximity.
More generally, can denote imputed covariates from any imputation model where the (j) and (k) indices represent distinct imputations.
Comparing testing-prediction accuracies with and without imputation among the different platforms, indicated genotype variation generally decreased when imputed SNPs were used to build the prediction model of HLA genes.
Rare (MAF < 0.01) variants are generally not well imputed by either low or high density arrays.
For those with TNM stage III IV, survival was generally lower when imputed data were included.
Characteristics were generally similar in the imputed data compared with the observed data.
The results of the sensitivity analyses using multiple imputed data generally indicated that the missing values for advance qualification as socioeconomic status were missing at random.
Yet, the multilevel methods required to achieve this are quite novel and multiple imputation is generally recommended for imputing sporadic missing values instead of systematically missing data.
In addition, results from the imputed data were generally similar to those from complete-case analysis.
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