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Opportunity cost variables outperformed affiliation and demographic variables when used in one model and had almost as much explanatory power as the combined model when used on their own.
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When gender was included in the 20 SNP combined model the AUC was not improved.
Sex differences were confirmed in combined models.
When combining models, the AUC should also provide a weight to the final wellness score.
By contrast, the ensembles exhibiting the highest predictive power on the test set were obtained when combining models with high and low predictive ability.
We believe that combining these nonlinearities is fodder for future work, but it is not appropriate in this paper, in part because of the combinatorial explosion expected when we start combining models, and in part because combining models makes it far more difficult to understand how they function to improve estimates.
For an open ΛCDM model, when combined with WMAP7 + HST, we find Ω K = 0.0035 ± 0.0054, improved over WMAP7+HST alone by 40%.
Furthermore, the new model, when combined with the linear HAR model, is viable and flexible for purposes of forecasting volatility.
This optimisation model when combined with a reliability analysis is able to define all areas of concern within a slope.
Generated blocked torques was also correctly predicted by the single-helix model when combined with the measured fibre torsional stiffness.
The strength of the model, when combined with an atomistic simulation for dislocation core properties, is without suffering from the uncertainties associated with empirical potentials.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com