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Although atherosclerosis and osteoporosis are considered to be different in pathology, they share bidirectional correlation [ 26].
An abundance of recent evidence has consolidated a bidirectional correlation between DM and periodontal diseases.
Within the overall patients, a positive bidirectional correlation was observed between sCD40L and MIF, and a negative correlation was observed between each of these and IL-6.
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It seems that they exhibited bidirectional correlations.
Here, we report that the rhythms exhibited bidirectional correlations in a model tritrophic system involving a lima bean, a pea leafminer and a parasitoid.
Bidirectional arrows indicate correlation coefficients while directional arrows indicate factor loading values for each item on their respective factor.
For channel pairs determined to have bidirectional interactions, Spearman rank correlation (SRCC) and Spearman rank partial correlation [31] (SRPCC) were computed between the magnitude of the sum of the two directional influences and the estimated phase-lag to assess whether they exhibit negative correlation.
For example, each base model in the ensemble scheme could use a different feature selection method (e.g., bidirectional search, Spearman's rank correlation, correlation, PCA, Lasso or the Ridge method).
Central to the performance of the differential and bidirectional schemes are the correlation factors f 1−3 and the related assumption of h 1[ i]≈h 1[ i−1].
In the simulation examples, this is accomplished by changing the strength of input correlation and bidirectional interaction and observing the corresponding change in the phase-lag.
For actual data, while Geweke's theorem allows the extraction of various causal influences through the decomposition of synchrony, the strength of input correlation and bidirectional interaction is not easily manipulated.
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