Sentence examples for based on partial variable from inspiring English sources

Aybat et al. advanced a new first-order algorithm NSA based on partial variable splitting in [7].

We have developed an approach for constructing networks of phenotypic variables based on partial correlations between quantitative, disease-related phenotypes; for testing the statistical significance of those partial correlations within one phenotypic network; and for comparing those partial correlations between phenotypic networks constructed using different groups of subjects.

A Monte Carlo simulation is further applied to generalize and compare two discrimination improving methods: (a) PCA applied to DEA, and (b) variable reduction based on partial covariance.

To support management and monitoring schemes we identified variable threshold effects based on partial dependence plots.

Briefly, the model, which is based on the assumption that the variables have Gaussian distributions, infers the connection between each pair of variables and creates a phenotypic network based on partial correlations.

The decisions about declaring pairs of variables as conditionally dependent or not are based on partial correlations inferred from a sample, which involves some degree of uncertainty.

Its efficiency in learning among hundreds of variables is mainly due to the fact that the computation is based on partial correlation instead of model fitting.

Based on partial returns, President Gloria Macapagal Arroyo's coalition will easily control the lower house.

The number of appeals is rising along with trials based on partial matches.

Initial GDP estimates are based on partial information; missing data has to be based on the recent past.

Direct interpretations based on partial differential equations are not appropriate.