Sentence examples for predictors given the from inspiring English sources

Third, we performed CART analyses in which we forced a pick of peak and trough concentrations as predictors, given the wide use of these parameters for clinical care.

We opted to exclude participants with missing data on all other predictors, given the challenges of applying advanced imputation techniques for missing data in validation studies of risk models.

Inclusion of additional covariates to the multivariate model did not add significantly to it (e.g. baseline total cholesterol Hazard Ratio = 1.17 [0.96 1.43] p = 0.131; mean arterial pressure HR = 1.01 [0.99–1.04] p = 0.240) and exceeded the recommended number of predictors given the number of events in the analysis.

A single regression with both s and d as predictors gave the linear gradients; separate regressions with either s or d as predictors provided the linear differentials.

Similarly, a single regression with s, s, d, d, and s × d as predictors gave the nonlinear gradients; separate regressions with s and s or d and d gave the nonlinear differentials.

For a negative binomial regression coefficient, the difference in the logs of expected counts of the response variable is expected to change by the respective regression coefficient for each unit increase in the predictor, given the other predictor variables in the model are held constant.

Of these, the Compound Covariate Predictor gave the best predictive capabilities using the gene predictor set and consequently used.

We then applied the two predictors to all the proteins, and repartitioned the proteins based on which predictor gave the more accurate results.

These 10000 decision tree predictors were then applied to 1000 independent validation data sets and the predictor giving the best classification accuracy was chosen.

The "postDet" phase of these trials also included four predictors given by the crossing of the F/B × mC/bmC conditions (duration = 6 s minus the trial-specific duration of the search phase, see Fig. 1B).

These might also clarify which factors are the better independent predictors, given that some features are highly associated with one another (see Figure 2).