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The algorithm adapted itself to participants by updating two model variables: an endogenous glucose flux correcting for errors in model based predictions, and carbohydrate bioavailability.
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The simulation associates with each of the model variables a probability density function which represents our uncertainty about a fixed but unknown value.
Hence, a scheduling formulation including process model variables and a flexible recipe is proposed.
On a quadratic approximation, this guarantees convergence of all model variables at a common rate, though it empirically extends to certain non-convex objectives.
The ANN using conventional gravity model variables provides a slight improvement with respect to this Box Cox model.
The nomogram developed using the model variables provides a method for clinicians to advise patients undergoing SVG interventions regarding their long-term prognosis, thereby enhancing discharge and long-term follow-up planning and setting up of realistic expectations.
The model variables that a SED-ML model needs to be aware of are addressed directly by XPath.
The model variables explained a large part of the variation of smoking prevalence among males (R = 0.8).
This test was initially performed by including in the model variables with a univariate likelihood ratio p value < 0.20.
Covariates as described above were entered stepwise in the model; variables with a significance level higher than 0.1 were removed, as they did not contribute to the model.
The one-way sensitivity analyses showed that some model variables had a substantial impact on the results; these are presented in the tornado graphs in Figure 2.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com