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The amount of variance of the depression score accounted for by the predictors (and the goodness of fit of the regression model) was indexed by the adjusted R. Since age and length of employment were highly correlated (r=0.91), only the latter was used as a predictor.
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Recall that the salient problem in generating networks from a PA model is indexing the network's nodes in such a way that sampling, insertion, and incrementation can be accomplished efficiently.
The numbers of paths built from connected, distinct models were indexed with k orders (dimension of correlation space or the number of structural variables included in a given model) from k = 1 to k = M.
Among the simplest of such models are index tools, which have been developed particularly for phosphorus (P) and to some extent nitrogen (N).
In this model, positive deviation from additivity is indexed by an ICR greater than zero.
However, the discriminative ability of the prediction model was unsatisfactory (C index < 0.65).
Collinearity for the final model was assessed using condition index.
The summative model was used producing an index.
The PPK model was developed with the index dataset in three stages.
A program built in-house based on the "Splicing Index" model was used to detect differentially expressed exons.
The variables remaining in the model were solar index, calcium intake, and BMI.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com