In: Statistics and Probability
The lengths of a particular animal's pregnancies are approximately normally distributed, with mean muequals268 days and standard deviation sigmaequals20 days. (a) What proportion of pregnancies lasts more than 293 days? (b) What proportion of pregnancies lasts between 233 and 278 days? (c) What is the probability that a randomly selected pregnancy lasts no more than 263 days? (d) A "very preterm" baby is one whose gestation period is less than 238 days. Are very preterm babies unusual?
Solution :
Given that ,
a) P(x > 293) = 1 - p( x< 293 )
=1- p P[(x - ) / < (293 - 268) / 20 ]
=1- P(z < 1.25)
= 1 - 0.8944
= 0.1056
b) P(233 < x < 278 ) = P[(233 - 268)/ 20) < (x - ) / < (278 - 268) / 20) ]
= P(-1.75 < z < 0.50)
= P(z < 0.50) - P(z < -1.75)
Using z table,
= 0.6915 - 0.0401
= 0.6514
c) P(x < 263)
= P[(x - ) / < (263 - 268) / 20]
= P(z < -0.25)
Using z table,
= 0.4013
d) P(x < 238)
= P[(x - ) / < (238 - 268) / 20]
= P(z < -1.50)
Using z table,
= 0.0668
It is not unusual, because probability is more than 5%