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Applying the same scaling to both ν and l is arbitrary but forces the model to uniquely explain all the variance through l and makes parameters identifiable.
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The parameter dependence of the constitutive law whether it be linear or nonlinear can significantly influence a model's ability to uniquely identify parameters.
Those variables above that significantly predicted banking in univariate models were entered into a hierarchical logistic regression model to identify those that uniquely contributed to the decision to bank (Table 3).
Next, the significant characteristics associated with one-time offending and re-offending, were entered into a regression model to study which characteristics uniquely contributed to both offending and re-offending.
Thus, ciliates provide a uniquely compact model to study these basic eukaryotic regulatory systems.
Since the immunopathology of leprosy, particularly in reactional states, is linked to temporal changes in the immune response to M. leprae, leprosy represents a uniquely suitable model to study immune-biomarker changes in relation to clinical disease manifestations.
Given a parameterized model it is important to uniquely identify the parameters since it is necessary to do experimental design and to estimate the unknown parameters of the model using experimental data.
The Rasgrf1 imprinted cluster in mouse is uniquely positioned as a model to study trans-expression effects for several reasons.
Our analysis of the social interaction network underlying the group behavior relied on a family of maximum entropy models, which enabled us to uniquely dissect the contribution of different orders of correlations in the group.
P-glycoprotein activity was not explicitly represented in the model because of insufficient data to uniquely identify parameters.
The modelling results also suggest that in cases where it is not possible to obtain sufficient number of measurements to uniquely identify the model, it is beneficial to use several modelling techniques to identify the quality of model prediction.
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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