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In addition to the priors, a minimum value of 10-5 was enforced for all parameter values being trained, to prevent the algorithms from getting trapped with zero-valued parameters.
But it's the same probability for all parameter values.
In this article, we propose a computationally tractable method for fitting the GPD, which is applicable for all parameter values and offers competitive trade-offs between robustness and efficiency.
The method is simple to implement, free from bias for all parameter values, including unit root cases, and has strong asymptotic and finite sample performance characteristics that dominate other procedures, such as bias corrected least squares, GMM and system GMM methods.
The comparison between the two policies demonstrates that the 'intuitively' designed proportional policy does not fulfill the objective of controlling both the inventory and ordering variance for all parameter values of the demand model as well as the full-state-feedback policy.
The origin is a fixed point for all parameter values.
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See Text S3 for the full R code that includes all parameter values for all four Bayes factors.
The evaluation of accuracy revealed lack of convergence for all parameters (values highly above the acceptable cut-off), and the PSG data set was the bottom-ranked group in analysis of the concordance between trees from independent runs.
For all the parameters, values of the mean, standard deviation, median, and interquartile range were calculated.
Here, a critical parameter is such a parameter that if the condition is fulfilled for that one, then it is fulfilled for all other parameter values.
The only assumption made is that, for all the parameter values under consideration, the system has a unique stable steady state.
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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