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Gradient dayside data do not contribute to the core field part of the model (i.e., internal Gauss coefficients up to (n=15)), whereas the remaining parts of the model are constrained by all data.
We think that the main parts of the model are constrained by the data and cannot be changed; i.e., three gene switches and the positive feedbacks onto Pdx1 represent the core requirement.
Our results show that the operating ranges of both D and ω values in our main model are constrained to satisfy the criterion of λ (Fig. S2E, H), indicating that, as expected, these parameters are particularly important for determining the gradient shape.
The coupling parameters for the new neurophysiological model are constrained with calibration using human clinical data.
Logistic regression is commonly used since, among other advantages, predicted proportions from this model are constrained to be in the allowable range (that is, between zero and one).
For this comparison, the structural weights of all paths in the model are constrained to be equal across groups and the fit is compared with that of the model in which the structural weights of all paths are free to vary between the groups.
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The West Midlands' current neighbourhood policing model is constrained by geographical boundaries, with 10 units serving individual patches across seven local authority areas.
The model is constrained by two requirements.
The nodes at the bottom of the model were constrained in both x and y directions.
Using the parameter values shown in Table 2, the cylinder model was constrained.
The model was constrained using transformation rules based upon proposed planning for 2010 2020.
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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