Hypothesis

sks2013

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Can you please explain the answer to this question ?
An analyst calculates that the mean of a sample of 200 observations is 5. The analyst wants to determine whether the calculated mean, which has a standard error of the sample statistic of 1, is significantly different from 7 at the 5% level of significance. Which of the following statements is least accurate?:
A)
The alternative hypothesis would be Ha: mean > 7.
B)
The mean observation is significantly different from 7, because the calculated Z-statistic is less than the critical Z-statistic.
C)
The null hypothesis would be: H0: mean = 7.
 
The analyst wants to know if the mean is different from 7; it could be different by being too big or being too small. Thus, H0: μ = 7, Ha: μ ≠ 7.
 
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