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Instead, a zonation-based model might be a more robust choice, but only if the zonation is geologically adequate.
A more robust choice of PGF was the BTV regularization, which considers larger neighborhood in the calculating of the gradient at a certain pixel, which leads to preserve the sharp edges with less artefact.
The autoregressive non-linear models therefore seem to be a more robust choice for prediction of macroscopic road safety trends, as they provide desirable predictive properties, satisfy the assumptions of the model (e.g. uncorrelated residuals) and provide intuitive model parameters (in terms of magnitude and sign).
Although, conditional Granger causality would be, in terms of theory, a more robust choice because of its intrinsic normalization, its computational load for a very large number of considered source locations makes its use problematic.
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Like EM, AFSA is more robust to the choice of initial value than Fisher scoring.
The classification obtained by maximizing the posterior probability compared well to previously published methods, providing a more intuitive and robust choice of the final classification threshold.
In contrast, the general effects of attention were more robust to the choice of localizer.
Unlike the ICERs that change dramatically with small denominators, the INBs remain more robust to the choice of RC, with the difference in vaccination costs for OPV with SIAs roughly equivalent to the societal costs of paralytic polio cases associated with RC no SIAs.
Third, the quadratic model is more robust to the choice of training data, indicating that it describes the regulatory relationship uniformly across the embryo: the model performs consistently whether it is trained on either of the two stripes, a restricted region around the lateral midline, or only on the stripes and their immediately neighboring nuclei.
Identifying core gene sets with a functional role in drug sensitivity may provide a more robust approach to the choice of therapeutic regimen and offer opportunities for therapeutic intervention in drug resistant disease.
The lamb and mortadella were on the fatty side but full of flavour and more robust than our other choices.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com