In: Statistics and Probability
The lengths of a particular animal's pregnancies are approximately normally distributed, with mean muequals257 days and standard deviation sigma equals20 days. (a) What proportion of pregnancies lasts more than 267 days? (b) What proportion of pregnancies lasts between 242 and 272 days? (c) What is the probability that a randomly selected pregnancy lasts no more than 217 days? (d) A "very preterm" baby is one whose gestation period is less than 227 days. Are very preterm babies unusual? (a) The proportion of pregnancies that last more than 267 days is nothing.
Solution :
Given that ,
mean = = 257 days
standard deviation = = 20 days
a) P(x > 267) = 1 - p( x< 267)
=1- p P[(x - ) / < (267 - 257) /20 ]
=1- P(z < 0.50)
Using z table,
= 1 - 0.6915
= 0.3085
b) P(242 < x < 272) = P[(242 - 257)/ 20) < (x - ) / < (272 - 257) / 20) ]
= P(-0.75 < z < 0.75)
= P(z < 0.75) - P(z < -0.75)
Using z table,
= 0.7734 - 0.2266
= 0.5468
c) P(x < 217) = P[(x - ) / < (217 - 257) /20 ]
= P(z < -2.00)
Using z table,
=0.0228
d) P(x < 227) = P[(x - ) / < (227 - 257) /20 ]
= P(z < -1.50)
Using z table,
=0.0668
No, it would be not unusual because probability is more than 5%.