Sentence examples for by treating the missing from inspiring English sources

However, the analyses were repeated for all patients by treating the missing category for discrete variables as a separate category and by imputing the sample mean over all patients for continuous variables.

We use the GEE approach to derive a closed-form sample size formula by treating the incomplete observations as missing data in a generalized linear model.

The hourly earnings distribution is adjusted by treating the bottom and top 2.5%% of the distribution as missing, hopefully ridding the sample of erroneously reported earnings.

Any impact of this way of treating the structurally missing data caused by the rotation will be evident in the obtained results.

Individual points with a reprojected pixel error >3.0 pixels were considered outliers and excluded from the model by treating them as missing observations.

A reasonable strategy to deal with genotyping errors is to remove singletons by treating them as missing observations, and then refine the map by running the ordering algorithm [ 75, 76].

Whereas molecular distances inferred from Fagus sequences never displayed significant correlations with SIZ, the correlation of Zelkova SIZ and ENT distances as obtained by treating gaps as missing character states and by applying a threshold of 2 was significant, but this also became insignificant if the minimum number of associates required was increased.

It is also important to note, however, that by treating gaps as missing, one is ignoring those evolutionary events completely.

54, 55 With the fundamental observation that HAE patients were deficient in the plasma protein C1-INH, it seemed obvious to treat them by replacing the missing plasma protein.

As shown subsequently, by treating these gaps as missing data, the resulting algorithm enjoys the advantage of having a linear time and space complexity in the length of the dataset.

108, 109 Principally, all skin diseases with a genetic basis could be treated by delivery of the missing or dysfunctional gene.