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In order to answer these questions, here we present a critical comparison of a wide range of regularization methods applicable to nonlinear kinetic models.
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In the analysis, these hyperparameter values were set to α 1 = 1.5 and α 2 = 1 e − 4 ; this gives a relatively flat prior over a wide range of values of the regularization parameter (see Pérez et al. 2010 for further details), as S and d f were 0.19 and 5, respectively.
We can see that the regularization method gives better predictions than the non-regularized for a wide range of prior quality.
A numerical experiment shows that the regularization parameter can be chosen in a wide range of values such that, at the same time, the discrete problem remains solvable and the error due to regularization is negligible compared to the discretization error.
Different regularization methods were tested with a wide range of weighting factorsa.
There is a wide range of possibilities".
Masses include a wide range of groups.
It's a wide range of things.
They have a wide range of causes.
They encompass a wide range of experience.
A wide range of technology stocks advanced.
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