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The correct sample size to use in an experiment depends primarily on three things: the design of the study, the size of the treatment effects that one reasonably expects or hopes will occur, and the acceptable level of risk that effects of that size will indeed occur but the statistical tests will fail to detect.
Its principle is the same as for Gene Set Enrichment Analysis introduced by Mootha et al. (55), but the statistical tests used are different.
Similar(58)
Concerning urine, testosterone levels in territorial males were high compared to non-territorial males, but the statistical test was not worth conducting with the low number of territorial male samples (n = 2).
But the statistical test used to support the claim was applied inappropriately.
Unlike the other existing chaos-based pseudo-random number generators, the proposed keystream generator not only achieves a very fast throughput, but also passes the statistical tests of up-to-date test suite even under quantization.
All our major conclusions remain unchanged, but the power of the statistical tests is much lower.
The controls were used for assessing the quality of the hybridizations, but were not included in the statistical tests or the graphical representation of the results.
Genes in neighbor clusters could have been otherwise overlooked either because they were misannotated but their co-occurrence in known clusters revealed their importance, or because they did not pass the statistical tests but, since many bacterial transcripts are polycistronic, the expression of two or more members of a polycistron strongly suggests that the whole operon is expressed.
Controls were used for assessing the quality of the hybridisation, but were not included in the statistical tests or the graphic representation of the results.
Controls were used for assessing the quality of the hybridizations, but were not included in the statistical tests or the graphic representation of the results.
Unfortunately, this reduces the precision of the estimates and the power of the statistical tests, but it should not introduce any element of bias in the estimates of risk.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com