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Finally, some limitations of the modelling method should be noted, particularly in respect of the possibility of model misspecification, omitting key variables or failing to incorporate important correlated errors (Shadish et al., 2002).
Guidelines for choosing the number of input neurons and eliminating possibility of model over-fitting are also discussed.
However, understanding model output is not limited to interpreting complex dynamics; scientists must also contend with the possibility of model error and uncertainty.
Because of the small number of relapses during follow-up (n=13/80), we were concerned about the possibility of model overfitting.
Uninformative variables elimination (UVE), variable importance in projection (VIP), and selectivity ratio (SR), which were coupled with a bootstrap procedure, were adapted in PLS-DA in order to limit the possibility of model overfitting.
Demonstrating that these are highly correlated implies the possibility of model construction from any hospital's EHR (matched with a death record), since the average hospital stay of 3.5 days makes achieving data significance difficult.
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Because The Row is styled by Marie-Amélie Sauvé, an influential stylist whose power derives from her affiliation with Nicolas Ghesquière at Balenciaga, there was always the possibility of models going over to the other side.
Because of their pluripotent property, iPSC offer the possibility of modeling human development in vitro.
This work investigates the possibility of modelling monthly runoff for two Norwegian river basins.
In the second case study, a detailed turbine model is considered within the optimization showing the possibility of modelling the process components in a more detailed manner.
The loss distribution approach offers financial institutions the possibility of modeling their operational risk control based on their own loss data under the supervision of the regulators.
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