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Sampson and colleagues argued the loadings (relative contribution of variables to the variability in the data) produced by PLS allow for meaningful interpretation of the association between variables and disease.
PCA of the normalized variables was performed to extract significant PCs and to further reduce the contribution of variables with minor significance.
We used a step-wise variable removal procedure to build a parsimonious model and to rank contribution of variables in our final model.
Determining the contribution of variables from stations surrounding a pivot station to variables at the pivot station is very important for many purposes.
To evaluate the marginal contribution of variables (representing the characteristics of the GSU household) to the cost for water consumption, a regression function was used in the study presented in Table 9.
PCA of the normalized variables was performed to extract significant PCs and to further reduce the contribution of variables with minor significance; these PCs were subjected to varimax rotation with Kaiser Normalization generating VFs (Brumelis et al. 2000; Singh et al. 2004, 2005; Love et al. 2004; Abdul-Wahab et al. 2005).
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Finally, the contribution of variable parameters in bond strength reduction was investigated by Bayesian regression method.
The influence and percentage contribution of variable parameters were analyzed using Minitab 17.3.1 software.
To further assess the contribution of variable stimulus duration, we also performed an analysis of covariance (ANCOVA) on repeater and non-repeater data with stimulus duration as covariate.
Gene contents of five representative complete and non-closed P. acnes genomes were compared to determine the contribution of variable genes to the genetic diversity within the species and to identify disease-associated properties.
The contribution of variable enrichment of a cell population in a sample can be sorted out by combining cell sorting or histology with expression profiling experiments.
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