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Further complicating inference of cause and effect, bacterial translocation and endotoxemia increase NO production in animal models of cirrhosis and in patients [ 23, 38, 39].
Future studies should take temporal relationships into account, permitting time-sensitive analysis, better inference of cause and effect, and assessment of attributable risk.
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Furthermore, considering that our study was a cross-sectional one, the inference of cause-effect was not possible.
In the current study, no healthy controls were included, which makes inferences of causes for increased theta band connectivity difficult.
However, it should be mentioned that independence of competing risks is not needed for a valid inference of the cause-specific model [ 15].
As our meta-analysis was based on results from observational studies, however, the association could still be subject to residual confounding or reverse causation bias and therefore does not allow inference of a cause-effect association.
In situations where there is only a single underlying cause, these models formalize the central idea of probabilistic inference of a hidden cause.
It shows that and how inductive inference is "a kind of cause, of which truth is the natural effect".
Simulations show that this correlation cannot be explained by biases in the inference of recombination rates caused by haplotype sharing among similar populations.
The forward propagation of the MFNN furnishes us with the responsiveness of IFN-alfa/RBV for a particular patient, indicating a means of inference from cause to effect.
It does not consider the need for outside facts and is thus limited to the inference of effects from known causes, (i.e. by inductive reasoning through Analogy or Teleology [ 25, 27] in line with existing knowledge).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com