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Open image in new window Fig. 9 Contribution of the variables to the system uncertainty.
The lines joining the variables and passing through the origin in the plot of the factor loadings are indicative of the contribution of the variables to the samples.
When comparing the relative importance of the contribution of the variables of the different subsystems to the total system uncertainty permits us to conclude the clear dominance of the secondary subsystem.
Contribution of the variables to the model was tested using the likelihood ratio X2 test.
Contribution of the variables to the model was done using the likelihood ratio Chi square test.
Multivariate logistic regression was used to assess the independent contribution of the variables associated with the detection of microorganisms.
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The weights of predictor variables determine VIP (Variable Importance in the Projection), which shows the statistical contribution of the variable in fitting the PLS model.
Furthermore, the analysis of variance (ANOVA) method has been applied in order to calculate the percentage contribution of the variable factors.
The contribution of the variable to the model has been shown by the effect size ηp.
The only significant contribution of the variable 'medical discipline' was that specialists more often reported employing cognitive tests (p = 0.001 for Item 8).
For categorical predictors with more than two levels, a likelihood ratio test was used to assess the contribution of the variable to the model; for continuous and dichotomous predictors, a Wald's test was used.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com