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Using Lasso penalized regression (to interpret key predictors from many candidate variables) and 10-fold cross-validation modelling (to indicate reproducibility and uncertainty), within different socio-geographic settings, our results show surrogate measures of landscape biodiversity correlate with respiratory health, and rank amongst known predictors.
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Model quality estimation is an essential component of modeling to indicate if a model is expected to be sufficiently accurate for a given application.
An indicator variable was included in the model to indicate the particpants with no railway exposure estimate.
SEM provides numerical estimates for each of the parameters (arrows) in the model to indicate the strength of the relationships.
The objective is to provide numerical estimates for each of the parameters in the model to indicate the significant strength of the relationships.
A small amount of diffusion is added to the models to indicate a small difference between the anticipated and the real-life realizations of the event.
Models to indicate how fast known resources may be depleted in different regions are available but the investment attractiveness of different regions has not been taken into account.
This paper introduces a document-concern-design model to indicate developers their associated tasks to update specific sections of documents during their repetitive work between development and operation.
In order to differentiate between the parameters of these models, we use asterisks for the parameters β 1 * and β 2 * of the simulation model to indicate that these are true parameters.
The low importance of fire in our models is therefore puzzling, and may be attributable to the particular variable that was used in the model to indicate fire (see discussion in the section on "Predictor selection" above).
Data on waste management from SEPA [33] was added to the model to indicate how much waste was managed in and outside of Scotland, as well as the proportions of waste recycled, incinerated and landfilled.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com