Sentence examples for validity of the imputed from inspiring English sources

After the validity of the imputed data was confirmed, the tests were re-ranked using the global imputed dataset (supervised and unsupervised) using the same SNR method as for the measured data (Fig.  2).

A crucial first step is to assess the validity of the imputed data.

To check the consistency and validity of imputed data, we examined the distribution of the imputed data and performed separate regressions with observed and imputed data of VCT on ART and ART on AIDS spending.

These posteriors are calculated by renormalizing the likelihoods of the imputed clean spectra.

In this section, we focus on our analysis of the imputed datasets.

In addition, despite the loss of power in the not imputed data, the interpretation of the imputed and not imputed data was similar.

Participants with SDM have, by definition, newly diagnosed diabetes, whereas patients with known diabetes may have had the diagnosis several years previously, which questions the validity of imputing their glucose values based on those of participants with SDM.

Model validity across different iterations was evaluated using cross validation, randomly omitting 10% of the raw data and comparing the imputed intakes with the original raw data.

The similarity of the findings for all three indicators of socioeconomic position supports the validity of the variable economic income, which was imputed for one fifth of respondents as a function of other variables.

One disadvantage of a multi-stage approach — for example, first fitting splines to the data for sampled profiles, then imputing new data for the target interval, before considering a spatial analysis with the imputed data — is that the imputation generally ignores any uncertainty in the imputed data, which might give misleading conclusions.

Moreover, if OCS-R loop is imputed to TCC loop side, the imputed impedance modulus value of OCS-R loop will be the square of its turn ratio.