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6 September, 12:15

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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  1. 6 September, 14:29
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    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.
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