In: Statistics and Probability
The lengths of a particular animal's pregnancies are approximately normally distributed, with mean μ= 272
days and standard deviation σ= 88 days.
(a) What proportion of pregnancies lasts more than 286 days?
(b) What proportion of pregnancies lasts between 262 and 274 days?
(c) What is the probability that a randomly selected pregnancy lasts no more than 264days?
(d) A "very preterm" baby is one whose gestation period is less than 260 days. Are very preterm babies unusual?
Solution :
Given that ,
mean = = 272
standard deviation = = 88
a) P(x > 286 ) = 1 - p( x< 286)
=1- p [(x - ) / < (286 -272) /88 ]
=1- P(z < 0.16 )
= 1 - 0.5636 = 0.4364
proportion = 0.4364
b)
P( 262< x < 274 ) = P[(262 -272 )/88 ) < (x - ) / < (274 - 272 ) /88 ) ]
= P( -0.11< z < 0.02 )
= P(z < 0.02 ) - P(z <-0.11 )
Using standard normal table
= 0.508 - 0.4562 = 0.0518
Probability = 0.0518
c)
P(x 264 )
= P[(x - ) / (264 -272 ) /88 ]
= P(z -0.09 )
= 0.4641
probability = 0.4641
d)
P(x < 260 ) = P[(x - ) / < (260 -272) /88 ]
= P(z < -0.14)
= 0.4443
probability =0.4443
A "very preterm" babyies are not unusual, because probability is gretar than 0.05.