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The model coefficients were then back-scaled in order to enhance interpretability of the model: in the coefficient plot, the intensity corresponds to the mean-centred model (variance) the colour-scale derives from the unit variance-scaled model (correlation).
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The error variance of the estimated regression coefficients can be decomposed into the model variance of the errorless regression coefficients and the model expectation of the conditional sampling variance.
(2) State-level results are more variable, but on average, the percent model variance at the state level, i.e., (model variance / total variance) ∗ 100, increases from 16% to 59% when plot-ALS model variance is included.
A quantity to characterise the proportion of between trial variation in any meta-analysis relative to the total model variance of the included trials is needed.
A damping parameter was introduced to regularize the objective function, and the optimal value was determined by the trade-off curve between model variance and the RMS residual.
The model variance component characterizes the variability of the regression coefficients used to predict ALS-based estimates of biomass as a function of GLAS measurements.
However, the results also showed that a large part of the model variance remains unexplained by the included correlates.
Approximately 13%% of the model variance was explained at the camp level, even after accounting for several camp level variables.
Interestingly, virtually none of the model variance was explained at the elephant level, suggesting lesions among sites on an elephant occur relatively independently of each other.
Unfortunately, neither of these original growth studies presented the model variance, a detailed description of the data, or even any plots of the size at age data!
No multicollinearity was observed in the model (Variance Inflation Factors were below 2), confirming the results of the Venn diagram.
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CEO of Professional Science Editing for Scientists @ prosciediting.com