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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.
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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.
In the MNL models represents the MNL model coefficient which indicates the contribution of the independent variable to the final model (variables with a larger have a higher contribution in the final model).
Hence, a scheduling formulation including process model variables and a flexible recipe is proposed.
The ANN using conventional gravity model variables provides a slight improvement with respect to this Box Cox model.
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.
This bias is due to the model variables having a normal distribution in log scale, which is not the case in natural units.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com