Thursday, April 21, 2011

Deviations from normal distribution depending on sample size

It's obvious when you visualize it :)

Depending on the number of observations in the sample (N), the perceived distribution (black) may look quite different from what you'd expect from the random sample generation based on the normal distribution (red).

Source available here.

One more comparison for binomial distribution:

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