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What are the properties associated with sampling from normally distributed populations (z values)?

a. Symmetrical distribution, Mean of zero, Variance of one
b. Asymmetrical distribution, Mean of zero, Variance of one
c. Symmetrical distribution, Mean of one, Variance of zero
d. Asymmetrical distribution, Mean of one, Variance of zero

User OrdoDei
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1 Answer

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Final answer:

The correct properties of the standard normal distribution are that it has a symmetrical distribution with a mean of zero and a variance of one.

Step-by-step explanation:

The properties associated with sampling from normally distributed populations are that the distribution is symmetrical, the mean of the z-values is zero, and the variance of the z-values is one. Therefore, the correct answer is (a) Symmetrical distribution, Mean of zero, Variance of one. This describes the standard normal distribution, which is a special case of the normal distribution. The standard normal distribution is used in statistics to standardize scores from different normal distributions so that they can be compared on a common scale.

User Cristin
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