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But, Aaronson and Arkhipov proved, so is calculating statistically plausible outcomes for even a couple of dozen runs of the experiment.
However, the latter hypothesis is not statistically plausible.
I even selectively check individual numbers to see whether they are statistically plausible.
Focusing on outliers, defined by Gladwell as people who do not fit into our normal understanding of achievement, Outliers deals with exceptional people, especially those who are smart, rich, and successful, and those who operate at the extreme outer edge of what is statistically plausible.
Such computational approaches produce thousands of statistically plausible associations [ 17, 18], and experimentally validating all of them is not possible.
In addition, in problems of such large input dimensionality (5000 or more on microarray chips), and relative sparsity of patient examples (a few hundred is typical), it is statistically plausible to select small subsets which are randomly correlated with any given desired outcome, irrespective of any biological functionality of the gene expression itself.
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As in all "observational" studies, researchers can only observe trends and try to link them statistically to plausible explanations a bit like searching for suspicious-looking characters at the scene of a crime.
An Analysis of Covariance (ANCOVA) was applied to the comparison of mean objective knowledge percentile scores between the two groups to adjust for demographic variables that had a statistically or plausible significant relationship with the scores.
Given that most of the parameters in the regression are actually not statistically significant, one plausible explanation for the lack of significance of the estimate for temporary is that the link we try to capture in the reduced form is, given the sample, too weak to be precisely estimated.
To reduce the risk of confounding factors we adjusted statistically for all plausible confounders.
The model also held a statistically significant and plausible interaction term; males earning <$25,000 per year were more likely to report spending > 5 h outside from dusk to dawn during the week.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com