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The latter strikes a balance between model setup and analysis time, on one hand, and accuracy on the other, being capable of re-producing the cumulative build-up of soil pressure in cyclic deformation and the accumulation of permanent displacement of the wall, with an overall modeling and analysis effort in the order of few tens of minutes (on a standard consumer-grade laptop).
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AIC provides a score that represents the balance between model fit and the number of parameters (model complexity) [29].
However, the power-law distribution achieved a good balance between model parsimony and fit.
The balance between model precision and parsimoniousness was assessed using Akaike's information criterion (AIC) [ 29].
Achieving a balance between model complexity and generalizability is a fundamental challenge in the application of birth-death models.
In some cases, the differences in covariate balance between models could be quite minimal.
Hence, a good model should balance well between model bias and model variance.
The paper presents the methodology for model setup and the simulation results for the main water balance components of the catchment: total runoff at several gauging stations, runoff components, evapotranspiration and soil moisture.
Model application was facilitated by automated data retrieval and model setup and updated model wrappers and interfaces for data transfers between these models from a prior study.
after all the model setup code has been executed.
model setup and the experiments (files are in subdirectory n123).
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CEO of Professional Science Editing for Scientists @ prosciediting.com