Exact(4)
Because of the multivariate nature of the presented problem, it is impossible to make technological conclusions based only on formulae or diagrams.
Because of the multivariate nature of most of the involved entities, we used causal modeling on dissimilarity matrices calculated from subsets of appropriate variables [43] to explore hypothesized causal links between the metavariables flow heterogeneity, structural and compositional biofilm diversity, community composition, resource use diversity and ecosystem functions.
Because of the multivariate properties of the SVM algorithm, each feature ranking takes into account (at least to some extent) correlations between single variables.
Marker gene sets identified with the described method are especially prone to show this effect because of the multivariate nature of SVMs and the tendency of the RFE algorithm to eliminate redundant features from the set (Guyon et al. 2002).
Similar(56)
Because all metabolic components of the multivariate model are obtained during the fasting state, these models have been proposed to replace the diagnosis of IGT in identifying subjects at increased risk for future type 2 diabetes, thereby obviating the need to perform an OGTT.
Because of the predicted multivariate nature of functions attributed to Pex19, further study of Pex19 might provide a better understanding of Pex19 function.
We did not assess the consistency of the multivariate estimates partly because we are unaware of current methods for carrying out this type of assessment.
So, we do not show results of the multivariate logistic model because these are the same that appeared in the univariate logistic model.
Because of the strong interaction, the multivariate analysis included only patients from countries with unrestricted access to APD and alternative PD solutions.
We included covariates with an absolute standardised difference of >10% in the multivariate models because the combination of regression adjustment in matched samples generally produces the least biased estimate.
Because of the risk of overfitting the multivariate model, we were unable to include more risk markers for progression in our multivariate model.
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