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Thus, other variable's were examined in an effort to find more predictive variables and to understand the wide variability in the found rates of depression among the sites.
Note that this approach could easily accommodate more predictive variables.
Our two-predictor prognostic model had comparable discriminating power to that of other models with more predictive variables.
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In addition, we explored stand-level variables especially stand density (StD) as a biological meaningful and potentially more predictive variable than stand age.
The other major challenge in neural networks analysis on relatively small sample numbers in relation to a high number of variables, was the selection of the more predictive independent variables in order to reduce the so called "white noise" which would have limited the generalization capability of trained neural networks with respect to new records.
are more predictive than "school variables".
More specifically, the predictive variables are used to fit a linear regression model where a set of coefficients are derived to describe the statistical relationship between Ses_Thp and the rest of KPIs.
Moreover, obtained by maximizing the covariance between the components and the response variable, the PLS components are generally more predictive of the response variable than the principal components.
Further research is needed using more detailed measures of existing predictive variables and identification of other factors beyond those observed in this study that explain a greater proportion of the variability in outcome to improve our ability to identify patients at risk of poor outcomes from THR surgery.
Some models, however, claim to have much more predictive power than this, using economic variables (sometimes along with noneconomic variables) to explain as much as 90 percent of presidential election results.
The finding that the GHmax value from the spontaneous profile was the most informative variable, and more predictive than the GH peak in the provocation test, was known previously [ 1], and reflects both the higher reproducibility of the former and its greater relevance to growth [ 31, 32].
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