In: Statistics and Probability
The lengths of a particular animal's pregnancies are approximately normally distributed, with mean μ=267 days and standard deviation σ=16 days.
(a) What proportion of pregnancies lasts more than 275 days?
(b) What proportion of pregnancies lasts between 263 and 271 days?
(c) What is the probability that a randomly selected pregnancy lasts no more than 247 days?
(d) A "very preterm" baby is one whose gestation period is less than 243 days. Are very preterm babies unusual?
Solution :
Given that ,
mean = = 267
standard deviation = = 16
a) P(x > 275) = 1 - p( x< 275)
=1- p P[(x - ) / < (275 - 267) / 16]
=1- P(z < 0.50)
Using z table,
= 1 - 0.6915
= 0.3085
b) P(263 < x <271 ) = P[(263 - 267)/ 16 ) < (x - ) / < (271 - 267) /16 ) ]
= P(-0.25 < z < 0.25)
= P(z < 0.25) - P(z < -0.25)
Using z table,
= 0.5987 - 0.4013
= 0.1974
c) P(x < 247)
= P[(x - ) / < (247 - 267) / 16]
= P(z < -1.25)
Using z table,
= 0.1056
d) P(x < 243)
= P[(x - ) / < (243 - 267) / 16]
= P(z < -1.50)
Using z table,
= 0.0668
It is not unusual because probability more than 5%