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As you know, with the provided information, we are not able to run a one-sided test regarding Income μ.
Why ?
Income is not Normally distributed! As the sample size is too "small", the Central Limit Theorem is not applicable, therefore we do not know if the sample mean is Normally distributed to be able to test μ
the sample mean is Uniformly distributed
with this sample size only a two sided test would be acceptable
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