SOLUTION: A simple random sample of size n=15 is obtained from a population with μ=66 and σ=14. ​(a) What must be true regarding the distribution of the population in orde

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Question 1081734: A simple random sample of size n=15 is obtained from a population with μ=66 and σ=14.
​(a) What must be true regarding the distribution of the population in order to use the normal model to compute probabilities involving the sample​ mean? Assuming that this condition is​ true, describe the sampling distribution of overbarx.
​(b) Assuming the normal model can be​ used, determine ​P(overbar x < 69.5​).
​(c) Assuming the normal model can be​ used, determine ​P(overbar x ≥ 67.6​).

Answer by Boreal(15235)   (Show Source): You can put this solution on YOUR website!
the population must be treated as normally distributed or close to it, given that a sample is being taken that is relatively small.
the sampling distribution is then N~(66, 14/sqrt(10))
probability mean is < 69.5 in the sample is z<(69.5-66)/(14/sqrt(10))
=3.5*sqrt(10)/14=0.7906
probability z < 0.79 is 0.7852
--------------------------------------
z>=(67.6-66)*sqrt(10)/14
z>0.36
probability is 0.3594

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