(a) The required standard deviation is 4.7886
(b) The required probability is 0.8944
(c) The required probability is 0.0721
Moreover, we have probability (p) = 0.03
sample size (n) = 788
putting the value n = 788 and p = 0.03, we get
Standard deviation = \sigma = \sqrt(n*p*q)
where n=788, p = 0.03 and q = 1- p= 1-0.03 = 0.97
so, required standard deviation is 4.7886
(b) Probability of at lest 18 mismatches
putting the value of \bar{x} = 18, \mu = 24, \sigma = 4.7886
P(Z\ge18) = (18-24)/(4.7886) = -6/4.7886 = -1.25 so, P(Z\ge-1.25) = P(Z<1.25) = 0.8944. Using normal standard deviation table So, the required probability is 0.8944
(c) Probability of more than 31 mismatches
putting the value of \bar{x} = 31, \mu = 24, \sigma = 4.7886
P(Z>31) = (31-24)/(4.7886) = 7/4.7886 = 1.46
so, P(Z>1.46) = 1-P(Z<1.46) = 1- 0.9289 = 0.0721(Using normal standard deviation table) So, the required probability is 0.0721.
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