In other words, the obtained associations between work- and health-related factors and the outcome variable may have been lower than the true levels as the study selection prevented the inclusion of physicians who might have generated the highest correlations.
To determine what behaviors should be included in the CSI, we evaluated the magnitude of the correlations among all behaviors and retained behaviors that generated the highest correlations: hourly rates of approaches, presents for grooming, grooming initiations, and the number of minutes of grooming per hour.
The optimal table size (i.e. the table generating the highest correlation between ACE u and transcript abundance) was found to be between 5,000 and 10,000 codons (Additional file 7, Figure S5).
We tested different clustering methods and selected the method generating the highest cophenetic correlation coefficient, being the Unweighted Pair Group Method with Arithmetic Mean in all cases (cophenetic coefficients >0.92).
Similarly, 25 training set BChE inhibitors were aligned on the best BChE pharmacophore Hypo1_B among the 10 generated hypotheses based on the highest correlation coefficient (0.942) and the lowest RMSD value (0.876 Å).
The 30 AChE inhibitors of training set were mapped on the best AChE pharmacophore Hypo1_A among the 10 generated hypotheses based on the highest correlation coefficient (0.966) and the lowest RMSD value (1.045 Å), which shows a good correlation between the experimental activities and predicted fit values.
The cycles of each model are shown in Fig. 7, and the highest correlation is given with the cycles generated in the UC-C and UC-CN models.
When we examine the non-parametric Spearman Rank correlation coefficients generated for the normalized probesets within the replicate samples One-Cycle has the highest correlation (r = 0.936), followed by BioArray (r = 0.911) and then Superscript (r = 0.906).
Among the decoys generated by both FARNA and TreeFolder, the local RMSD at position 13 has the highest correlation with the global RMSD.
Akin to regression analysis, the DFA generates a list of those variables with the highest explanatory value (i.e., the highest correlation with the discriminant functions).
