According to the classical Central Limit Theorem, the sampling distribution of the sample mean approaches a normal distribution as the sample size increases, provided that:

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General Studies · Probability Distributions

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The population variance is finite

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Answer 1

The sample size exceeds 30 in all possible scenarios

Answer 2

The sample observations are sequentially dependent

Answer 3

The population variance is finite

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The underlying population distribution is symmetric and normal

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