s the statement below true or false? The distribution of the sample mean, x overbar , will be normally distributed if the sample is obtained from a population that is normally distributed, regardless of the sample size.

Question

Mathematics

Lindsay Oneal

20 July, 01:14

s the statement below true or false? The distribution of the sample mean, x overbar , will be normally distributed if the sample is obtained from a population that is normally distributed, regardless of the sample size.

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Duchess · Answer 1

True

Step-by-step explanation:

Assume the following

Mean is represented by μ

Standard deviation by σ

Sample mean by x

Sample Size by n

Given that all possible values of a random variable calculated from a sample of size n with a population mean and standard deviation μ and σ, respectively, it's known that the sampling distribution of the sample mean x is its probability distribution.

Having said that, assume that a simple random sample of size n is drawn from a large population with mean μ and standard deviation σ, as stated above.

The sampling distribution of x will be distributed normally as long as the random variable is normally distributed.