In: Statistics and Probability
An engineer is going to redesign an ejection seat for an airplane. The seat was designed for pilots weighing between 130 lb and 191 lb. The new population of pilots has normally distributed weights with a mean of 140 lb and a standard deviation of 26.2 lb.
a. If a pilot is randomly selected, find the probability that his weight is between 130 lb and 191 lb. The probability is approximately nothing. (Round to four decimal places as needed.)
b. if 40 different pilots are randomly selected, find the probability that their mean weight is between 130 lb and 191 lb.
Answer:
Given Data,
An engineer is going to redesign an ejection seat for an airplane. The seat was designed for pilots weighing between 130 lb and 191 lb.
The new population of pilots has normally distributed weights with a mean of 140 lb and a standard deviation of 26.2 lb.
Given that,
Mean = 140 lb
Standard deviation = 26.3 lb
(a). To find the probability that his weight is between 130 lb and 191 lb:
P(X < A) = P(Z < (A - mean)/standard deviation)
P(130 < X < 191) = P(X < 191) - P(X < 130)
= P(Z < (191 - 140)/26.3) - P(Z < (130 - 140)/26.3)
= P(Z < 1.94) - P(Z < -0.38)
= 0.974- 0.349
= 0.565
(b). To find the probability that their mean weight is between 130 lb and 191 lb:
Given n=40
Mean = 140 lb
P(X < A) = P(Z < (A - mean)/standard error)
Standard error = 26.3/v40=4.158
Standard error =4.158
P(130 < X < 191) = P(X < 191) - P(X < 130)
= P(Z < (191 - 140)/4.158) - P(Z < (130 - 140)/4.158)
= P(Z < 12.025) - P(Z < -2.405)
= 1 -0.0081
= 0.99