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Both models yielded adequate predictions, but the hybrid PLS-RBF model displayed marginally better prediction accuracies.
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The SCCT model yielded adequate fit to the data across each of the grouping variables.
Two of the initial models showed poor model fit, but subsequent exclusion of age in one model and rank in another yielded adequate fit; neither of these variables had an unadjusted association with the dependent variable in the model.
In contrast to the logistic regression model, which overestimates the effective prevalence ratio in these cases, the Poisson model yields adequate estimates.
Multivariable logistic regression model yielded an adequate fit (Hosmer-Lemeshow test chi-square = 11.3, P = 0.185).
Multivariable models yielded similar results.
The three models yielded the following results.
The two propensity models yielded concordant results.
A rudimentary modification to the analytical model to account for texturing and anisotropy of the BN appears to yield adequate results.
Despite this, the model yields an adequate fit to the observed outbreak in GB, both in terms of the incidence of reported cases (Figure 3A) and the spatial extent of spread (Figure 4A).
Whereas most established HRQOL measures yield adequate levels of responsiveness, we feel this distinction merits attention.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com