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An essentially exact model for the SMT can thus be created using a population balance model for each of the crystalline phases in the system, and this model can be parameterized based on models fitted using experimental data for the basic mechanisms.
C-indexes were calculated for test data predictions based on models fitted to the training data.
Predictions were based on models fitted to the entire training data, rather than to models fitted separately to either ER+ or ER- subsets.
Bias could occur because these estimates are based on models fitted to all the data or to all the data relating to infants under 3 months of age.
To assess the predictive performance of LSS, residuals for each patient were calculated based on models fitted to a dataset where that patient was omitted.
To assess the predictive performances of the models, we calculated residuals for each patient based on models fitted to a dataset where that patient was omitted (jackknife analysis) [ 19].
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Analyses were conducted using internal comparisons based on models fit with the Epicure Poisson-regression risk-modelling software (Preston et al, 1993).
The error metrics based on model fitting (Fig. 8 a, b) are computed from the current frame and thus respond instantaneously to the changes in field coherence.
In this case, we use a specific error metric based on model fitting to estimate the reliability of reconstruction and object detection.
Structural information, such as the lamellar long period, lamellar crystal thickness, amorphous layers between lamellae, invariant and crystallinity has been quantitatively determined based on model fitting.
Under this analytic framework, we contrasted a set of candidate models (representing different hypotheses) with each other and identified the best model (or the best set of models) based on model fit (Burnham and Anderson 2002), where the best model was the one with the lowest Akaike information criterion (AIC) value.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com