In: Statistics and Probability
A company produces steel rods. The lengths of the steel rods are normally distributed with a mean of 106.4-cm and a standard deviation of 1.8-cm. For shipment, 9 steel rods are bundled together. Round all answers to four decimal places if necessary.
A. What is the distribution of X? X ~ N( , )
B. What is the distribution of ¯x? ¯x ~ N( , )
C. For a single randomly selected steel rod, find the probability that the length is between 105.9-cm and 106.5-cm.
D. For a bundled of 9 rods, find the probability that the average length is between 105.9-cm and 106.5-cm.
E. For part d), is the assumption of normal necessary? Yes or No
Let ,
A. The distribution of X is ,
B. If , then
Where , and
C. Now ,
; From standard normal probability table
Therefore , for a single randomly selected steel rod, the probability that the length is between 105.9-cm and 106.5-cm is 0.1342.
D) Now ,
; From standard normal probability table
Therefore , for a bundled of 9 rods, the probability that the average length is between 105.9-cm and 106.5-cm is 0.3642.
E) Yes, the assumption of normality is necessary for part D.