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This can be very useful when a user is only interested in specific parts of the tree, and avoids the need of a separate phylogenetic inference from the data.
One inference from the data is the mildest presentations of fluorosis (TF 1) may not be associated with aesthetic concerns.
Thus, a conservative inference from the data would be that SHS contributed about 90% to 95% of the RSP levels during smoking, and 80%to90%0% of the PPAH levels during smoking, with an average smoking prevalence of about 12%.
SEM requires an a priori assumption of causality without inference from the data and from this basis subsequently builds a model about how the regions are connected to each other.
We appreciate that the suggested strategy represents only one conceivable way of implementing population-based normalization and that any implementation that effectively discerns copy number populations in aCGH data, whether utilizing prior knowledge regarding samples or inference from the data itself, could be used.
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The more tissue samples, the more we can make inferences from the data.
Given recent progress, however, we suggest that the major problem for current microarray research is no longer validity of expression measurements, but rather, the reliability of inferences from the data, an issue more appropriately redressed by statistical approaches than by validation with a separate method.
Again, we cannot make causal inferences from the data.
Methodological incommensurability (§4.1 above) denies that there are universal methods for making inferences from the data.
Currently, we are reluctant to make hasty biological inferences from the data without validating it experimentally.
Further, the use of a cross-sectional design precludes the ability to draw causal inferences from the data.
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