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For both indicator sets, individual predicted values were calculated, and the predictions were averaged over all observations.
Model predictions were averaged from three randomly sampled sets of the ten parameter sets.
Hourly predictions were averaged over the year, to obtain annual averages for each grid cell.
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When we need to predict the log Kt:p or log Vss of a new compound, a predicted value is computed by each tree in the ensemble, and the predictions are averaged to give the ensemble's prediction.
The 10 replicate predictions are averaged, and the lifestyle with the higher average is considered the predicted lifestyle of the phage.
Experimental data and theoretical predictions are averaged over the 37 specimens.
For the 300 Index, the RMSE or 95% CI halve when predictions are averaged over an area of about 700 ha and halve again at a scale of about 20,000 ha.
The difference between the risk predictions is averaged over all individuals in the case-cohort sample.
Model averaging, where model parameters or their predictions are averaged, reduces model selection instability and hence may be used to avoid model specific inference which discards model selection uncertainty.
For each subject, the predicted survival probabilities, at the times of interest, are estimated using the multivariable model, assuming each subject is in the experimental treatment group; then the predictions are averaged; the same predictions are obtained and averaged assuming each subject is in the control group.
MD predictions are averages that result from γ torsions that fall within g+, g–, and trans conformations, but g+ accounts for ∼85% of the angles in the trajectories.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com