In: Statistics and Probability
A shipment of cereal boxes is delivered to a supermarket. The manager is told that the weights of the cereal boxes are normally distributed, with a mean of 165 g and a standard deviation of 5 g.
A. Find the probability that the random sample of 200 boxes has a mean weight of between 164.9 and 165.1.
B. Do I need to state that the distribution of the weights of the cereal boxes is normal in order to do part A? Answer in a single sentence.
Solution :
Given that ,
mean = = 165
standard deviation = = 5
n = 200
= 165
= / n= 5 / 200=0.3536
P(164.9 < < 165.1) = P[(164.9 -165) /0.3536 < ( - ) / < (165.1 -165) / 0.3536)]
= P( -0.28< Z <0.28 )
= P(Z <0.28 ) - P(Z <-0.28 )
Using z table
=0.6103 -0.3897
=0.2206
probability= 0.2206