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Many young scientists produce hundreds of statistical runs "and they don't know what variables they've changed, and they don't know which run was supposed to do what, and they get all confused".
Our group takes a very labor-intensive approach to dealing with this broad subject for both factor analysis and multiple linear regression, strategically built around performing dozens to hundreds of statistical runs per dataset to assess sensitivity of, and variability in, the results (Scudder et al. 2009, 2014; Dunlea et al. 2015a,b).
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· Wayne Arthurs's challenge is over - and so is a remarkable statistical run.
The statistical test was run using STATISTICA® v.8.0 (Stafsoft, USA) system software.
For what it is worth, I carried out a quick statistical test a "runs test"—on the list of winners, which also narrowly rejected the randomness hypotheses.
The box plot of the mouse plasma data (Fig. 3a) shows a fair amount of variability from run to run making visual determination of statistical outlier runs difficult.
The analysts then ran a statistical test to measure clustering between regions of similar word preference.
Without proper identification of statistical outlier runs the estimates of variance will be inflated, which may have a considerable effect on the identification of significant peptides and proteins.
Lastly, it is possible that, due to the large number of statistical tests run, some statistically significant associations may have occurred by chance.
According to a statistical analysis ran by betting company Bwin, the petition may have a point.
These numbers are now gathered from large statistical surveys run by the Office of National Statistics, and the figures are already proving their worth.
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