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> The sample size only needs to be large enough to capture the variance in the response for the population. And you need a representative sample to capture the
by tertius 11y ago
> The sample size only needs to be large enough to capture the variance in the response for the population.
And you need a representative sample to capture the variance of a population. The smaller the sample, the less likely you will be in capturing the actual variance.
- Homaniac 11y agoYes, but over sampling (over powering) a study causes issues as well due to increasing the chance of Type I Error (i.e. detecting false positives).
- tertius 11y agoI agree and that's not really what I'm saying. I think if you want to generalize (which is very rarely done in science) then the sample size has to be representative of your (general) population. Now we know that media (i.e. NYT) likes to take the extreme specificity that makes studies significant and apply it broadly. That's really where my contention comes from.