In: Statistics and Probability
The weights of a certain brand of candies are normally distributed with a mean weight of 0.8541 g and a standard deviation of
0.0516 g. A sample of these candies came from a package containing 440 candies, and the package label stated that the net weight is 375.5 g. (If every package has 440 candies, the mean weight of the candies must exceed 375.5/440 =0.8534 g for the net contents to weigh at least 375.5 g.)
a. If 1 candy is randomly selected, find the probability that it weighs more than 0.8541 g.
The probability is _______.
(Round to four decimal places as needed.)
b. If 440 candies are randomly selected, find the probability that their mean weight is at least 0.8541 g.
The probability that a sample of 440 candies will have a mean of 0.8541g or greater is
______________.
(Round to four decimal places as needed.)
c. Given these results, does it seem that the candy company is providing consumers with the amount claimed on the label?
Yes, because the probability of getting a sample mean of 0.8541g or greater when 440 candies are selected is not exceptionally small.
Answer :
Define : X : Weights of the certain brand of candies.
X ~ N ( 0,8541, 0.0516 )
a.
P ( X > 0.8541 ) = 0.5 ( Since oit is normal distribution and for Normal distroibution probabillity of either side of mean is 0.5)
b)
( Since mean remain same for the sampling distribution of sample mean )
In part b we have to find probability of sample mean is more than 0.8541
In this case we need to find the distribution of sample mean.
The distribution of sample mean is, If X has normal distribution with mean is and standard deviation is . If a random sample of size n ( n > 1) is drawn from the same distribution then sample mean has Normal distribution with mena is and standard deviation is .
c.
The given answer is correct.