TEAS Test Math Prep Related

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When the sampling distribution of means is plotted, which of the following is true?

  • A. The distribution is approximately normal.
  • B. The distribution is positively skewed.
  • C. The distribution is negatively skewed.
  • D. There is no predictable shape to the distribution.
Correct Answer: A

Rationale: When the sampling distribution of means is plotted, the distribution tends to be approximately normal, especially as the sample size increases. This phenomenon is described by the Central Limit Theorem, which states that the sampling distribution of the sample mean will be normally distributed regardless of the shape of the original population distribution as long as the sample size is sufficiently large. Choices B and C are incorrect because sampling distributions of means are not skewed. Choice D is incorrect because there is a predictable shape to the distribution, which is approximately normal.