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Instead, I'm going to take a different approach here. I'm going to wave my arms a lot, and give you enough examples to convince you that the normal distribution is not only correct, but is inevitable.
The applet animates how the sample is obtained, and calculates the resulting sample mean. After multiple sample means have been calculated, the sampling distribution of the sample means is shown. This ...
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