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An arbitrary criterion for successful verification of the model was prediction of pregnancy-induced fold-changes in mean population PK parameters of the drug (i.e., AUC ratio (PP T3), Cmax ratio (PP T3), and Cmin ratio (PP T3)) between 80% and 125% of the observed value, i.e., 0.80≤pred/obs≤1.25.
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The K-fold cross-validation method is commonly used when the aim of the regression model is prediction [ 19].
Although it is not our focus, the goal of AR models is prediction.
Another caveat: because all these models are predictions about the future, they are necessarily speculative under the best of circumstances and notoriously susceptible to deliberate manipulation.
Another caveat: because these CGE models are predictions about the future, they are of necessity somewhat speculative under the best of circumstances and are notoriously susceptible to deliberate manipulation.
After the best fitting model was chosen, predictions for the years 2010 2014 were made.
The life prediction model was verified.
Thereby, the IBS prediction model was constructed successfully.
No significant prediction model was obtained for general recidivism.
Here, the prediction model was constructed as follows.
Calibration of the prediction model was good (Fig. 2b).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com