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The model considered, as well as the observational conditions (such as partial observability and noise) are representative of parameter estimation tasks in ODE models of biochemical network dynamics.
The identified prediction model is proven to be in good agreement with the first principles model considered as the actual SMB process.
Two different formulations were used for modeling this structure: the interfacial-layer thermionic-diffusion model, considered as a complete and general theory, and the diffusion model as a more specific approach.
To minimize the resulting penalties during simulation's iterations, the average of penalties is added to the objective function of the deterministic model considered as the primary objective function and variance of penalties are considered as the secondary objective function to make a robust solution.
According to Norusis (1999), when R 2 equal to 1, the regression equation model considered as a perfectly fit model, meanwhile if the R 2 is lower than 0.5 (near to zero), the model would be considered as not suitable.
To validate the distributions obtained by both the models, chi-square non-parametric statistical goodness of fit have been carried out between actual travel time considered as observed frequency and travel time estimated by SRSM and MLR model considered as expected frequency and 30 s travel time intervals have been considered for frequency estimation.
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EMG was compared using a general linear model considering as factors the crank system and workload with post hoc analysis at α = 0.05.
However, in this study, the citrus observations do not fit their global model considering as Trivers [ 47], that higher gametic selection in one sex reduced recombination in that sex to preserve the favorable gene combinations that confer reproductive success.
Univariate Cox proportional models considered as a unique predictor variable the tumor subtype.
In another series of models, considered as sensitivity analyses, the Mayo score was used as a categorical predictor.
The families and lists of AA proteins are continuously updated based on their similarity with the characterized models considered as functional anchors.
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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