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Another is a detrimental and temporary correlativity, such as the chance correlation between the analyte and other interferent compositions, which cannot be simply discerned by 1D spectrum or multivariate calibration regression technologies.
To check the possibility of a chance correlation, 10 times shuffled activities were correlated to the variables, and the produced regression coefficients were compared with the developed model regression coefficient.
The limitation is that the techniques suffer from the potential for chance correlation.
This technique is carried out to eliminate the possibility of the chance correlation.
Additionally fifteen Y-randomizations were performed in order to check for chance correlation.
The possibility of chance correlation is greater when using high numbers of descriptors or parameters.
Similar(15)
But to forecast the market based on a political event is to enter the murky realm of distinguishing chance correlations from true cause and effect.
Using hundreds of descriptors can lead to false "chance" correlations between the descriptors and biological activity.
Studies that are registered prospectively are also far less likely to be derailed by chance correlations.
Lastly, it also suggests that the thresholds are suitably high to limit chance correlations of neighbors.
To make sure that the models created were not based on chance correlations, 10 fold Y-scrambling or permutation testing was performed.
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