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A subject-specific intercept, representing baseline levels of each modeled outcome, was included as a random effect in each model.
The selection of a log-binomial over a logistic model was based on the >20% frequency (24%) of the modeled outcome.
Finally, we analyzed modeled outcome notification-elicited peak signal change (in incentivized trials) in a mixed-model ANOVA.
Finally, for each modeled outcome, we used residual diagnostics to assess the adequacy of the fitted model.
The Shapiro-Wilk test was used to ensure normality of the modeled outcome variables across the extent of independent variables.
Our study found that while including other factors known to be associated with high risk of developing prediabetes, large waist circumference had the strongest direct effect on this modeled outcome.
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Modeling procedures were performed to compare post hoc the equivalence of empirical and modeled outcomes, including critical protocol variables.
Sensitivity to neighborhood scale is enhanced through disaggregation of the modeled outcomes in three key dimensions: purpose, time, and space.
Except for a rougher gas production curve (Fig. 6a), the rest of the curves looks similar (Fig. 7a, c). Figure 7d shows the mean cash flows with and without discount by averaging 2000 modeled outcomes from the random drilling development plan and the results suggest no positive NPV with a 10%% discount rate.
Utility values corresponding to the modeled outcomes are functional survival 0.9, to quadriplegia 0.2, severe brain disability 0.1 and death 0.0.
We modeled outcomes in apartments at 3 months and 6 months after baseline.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com