Which of the following statements about the sampling distribution of the sample mean, a, is not true?

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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### Question:
Which of the following statements about the sampling distribution of the sample mean, \( \bar{x} \), is not true?

- ○ The distribution is (approximately) normal regardless of the shape of the population distribution, as long as the sample size, \( n \), is large enough.
- ○ The distribution is normal regardless of the sample size, as long as the population distribution is normal.
- ○ The distribution's mean is the same as the population mean.
- ○ The distribution’s standard deviation is smaller than the population standard deviation.
- ○ All of the above statements about \( \bar{x} \) are correct.
Transcribed Image Text:### Question: Which of the following statements about the sampling distribution of the sample mean, \( \bar{x} \), is not true? - ○ The distribution is (approximately) normal regardless of the shape of the population distribution, as long as the sample size, \( n \), is large enough. - ○ The distribution is normal regardless of the sample size, as long as the population distribution is normal. - ○ The distribution's mean is the same as the population mean. - ○ The distribution’s standard deviation is smaller than the population standard deviation. - ○ All of the above statements about \( \bar{x} \) are correct.
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