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The results from our network inference investigation perhaps provide an even better illustration of the effect that data uncertainty can have upon inference.
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In particular, these data are expected to be well suited for demographic inferences and investigations of local adaptation because of the inclusion of lines from multiple globally distributed populations with distinct evolutionary histories.
Due to the limited protein coverage and relatively small number of differentially expressed proteins, any protein pathway inference requires further investigation.
These findings suggest that differences in miR-224 expression levels in the pathogenesis of CRC may be related to racial and environmental diversity; however, this inference requires further investigation.
LiDAR thus increases the scope of inference for future investigations of how species respond to vegetation structure, which can now readily and contiguously be assessed at relevant grain sizes and across large areas.
During this phase of outbreak investigation, inferences from sequence data (such as on phylogeny, transmissibility, virulence or resistance) can be integrated with clinical and environmental metadata (such as geographical, temporal or anatomical data) to generate hypotheses and build and test models.
Responding to questions from reporters on Thursday, a Foreign Ministry spokesman, Hong Lei, said the conditions of his release applied only to his freedom of movement — he needs permission to leave Beijing — and any potential inference with the continuing investigation.
To which extent it is still a valid inference would require empirical investigation.
I view these conditions as essential regardless of whether one adopts a Bayesian approach to causal inference or situate our investigation in the frequentist framework.
Popper accordingly repudiates induction and rejects the view that it is the characteristic method of scientific investigation and inference, substituting falsifiability in its place.
Since spatial auto-correlation can make testing of statistical inference too liberal, the investigation at hand was to validate the 5 km by 5 km deposition maps by analysing if spatial auto-correlation of both EMEP deposition data and moss data impacted on the significance of their statistical correlation and, thus, the validity of the deposition maps.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com