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Which one of the following statements is the best definition of the Central Limit Theorem?
a) In large populations, the distribution of the population mean is approximately normal.
b) For nonnormally distributed populations, the sampling distribution of the sample mean will be approximately normal, regardless of the sample size.
c) If the distribution of the population is nonnormal, it can be normalized by taking a large sample size.
d) For large sample sizes, the sampling distribution of the population mean is approximately normal, regardless of the distribution of the population.
e) The sampling distribution of the sample mean is approximately normal for large sample sizes, regardless of the distribution of the population.
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