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However, since 1/rel is a coefficient, through measurements, it is represented by the overall model through measurements.
Therefore, the observed diversity-component for each hierarchical level was calculated separately for each site and compared with those expected by the overall model that takes into account all the individual corals within the four sites.
These values are predicted by the overall model of the whole dataset.
This similarity between the two studies was also shown by the overall model performances.
The multiple correlation coefficient for acceptance was 0.60 at 16 months, meaning about 36%% of the variation in acceptance was explained by the overall model.
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The VIF of the variable (v_{i}) is obtained by, first, performing linear regression with (v_{i}) as dependent variable and the other variables as independent ones (v_{1}, v_{i}-1, v_{i}+1, ldots, v_{n}), and, second, by using the overall model fit (i.e., (R^{2}) value) obtained at the previous step in the following formula: mathrm{VIF}=frac{1}{1-R^{2}}.
Although the observed vaporization rate follows a linear trend, and thus can be well represented by the model, the overall model prediction seems to be overestimated.
By good luck, the overall model fit approached 100%.
First, the presented method determines the minimum number of adjoint evaluations for each component as opposed to the brute force-type methods which require full evaluation of all sensitivities for all responses calculated by each component in the overall model, which proves computationally prohibitive for realistic problems.
By including age in the overall model, we attempted to adjust for secular trends, but residual confounding may still exist.
We also tested whether results may have been driven by individual schools by excluding each school from the overall model.
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by the overall pattern
by the general model
by the overall system
by the overall viewing
by the overall performance
by the overall stink
by the overall tendency
by the overall mixture
by the overall level
by the overall strength
by the overall package
by the overall look
by the overall lack
by the intact model
by the overall facility
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com