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For larger values of delta, fewer CpG sites will have different shrunken means among the classes, and so the classifier will be based on fewer CpG sites.
The disadvantage of this approach is that our estimate of intervention effect will be based on fewer participants.
Although significance assessment can be based on fewer SNP pairs, this first step of computing test values and ordering them cannot be avoided nor simplified.
This has to do with the curse of dimensionality, which simply means that the same number of points quickly become more scarcely packed as the dimensions increase, and that a corresponding density estimation will be based on fewer and fewer neighboring points.
Similar(56)
Therefore, a direct comparison should not be based on few values.
Not surprisingly, the results for the daily estimates are noisier than the monthly ones as they are based on fewer inter-observation times.
The 1996 study you cite was based on fewer than 2,000 respondents, and only 2.2percentt had current gambling problems.
Per-share figures were based on fewer outstanding shares after the company bought back about 46 million shares under a 2011 authorization.
However, cumulative effect sizes for other taxa were not as large, were based on fewer studies, and varied among manipulation types.
Most indirect comparisons (30 reviews) were based on fewer than 15 trials.
We disregarded correlation coefficients whose calculation was based on fewer than five data points.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com