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For each patient, the presence/absence of each predictor and a total predictor risk factor score (RFSc) for low BMD then was calculated by summing the number of the predictors.
For example, we compute the effective range of the total predictor contribution within the logistic regression model, and then we can compute the total range of that predictor variable relative to additive effect for the odds of seeking emergency care.
Examination of intercorrelation of the six total predictor variables indicated that many of the morphological predictor variables were moderately to highly correlated with each other; however, none of them had a significant correlation that was above 0.95 (Table 4), and so all of the variables were retained for the multivariate analyses.
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For the developed regression model with p predictors from total n predictors (p < n), the variable subsets with lower Mallows Cp values (not bigger than p) indicates preferable subset (Mallows 1995; Cohen et al. 2003; Thompson 1978; Mallows 1973).
In total, nine predictor variables measure the use of SCP techniques by the ship's crew during the attack.
In total, 16 predictor layers were used for AGB estimation ("AGB modelling and uncertainty analysis" section) (Table 1).
At each node in the tree, the total p predictor variables are randomly select variables of pernode (mtry ).
At each tree node (except the terminal nodes) of growing a tree a set of 15 predictors randomly selected from the total 131 predictors was used to determine the best split of the node.
X = x ij (i = 1,..., n; j = 1,..., p) is the matrix of predictors (p is the total size of predictors).
Two groups of predictors (with size equal to 1% of total size of predictors) were "randomly" chosen as the relevant predictors, respectively, for Y1 and Y2.
A total of 224 predictor variables were calculated and involved in model development.
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CEO of Professional Science Editing for Scientists @ prosciediting.com