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We limited model sizes to a maximum number of 16 internal nodes resulting in a maximum of 17 patient groups and a tree depth of 5 corresponding to a maximum of 5 rules to classify patients.
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Because the small number of adverse events limited model size and because we were not interested in the effect of exposures independent of other variables, a multivariate analysis was not performed.
However, the number of available models is still relatively small and the model sizes remain limited.
However, in most cases the lack of kinetic information prevents the construction of ODE models or the model sizes remain very limited.
Advances in model size.
Select the best model size.
Manufacturers with limited, plus-size model lines — Land Rover, for instance — will be given extra time to work their way into compliance.
Among these three problems, model deviations and limited sample sizes are very common in many statistical methods, and are not unique to the statistics of the ALT.
However, in most practical applications with limited sample sizes, use of predictive models depends on reliable model assessment.
Considering the limited sample sizes used in the modelling, the benefit of such complicated modelling may not be significant.
However, due to the severity of the model the limited sample size appears to be less critical as the subjects' stress responses with or without motion sickness were clearly distinguishable.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com