In: Statistics and Probability
6.
The lengths of pregnancies are normally distributed with a mean of 268 days and a standard deviation of 15 days. Use this information to compute the answers for the following questions:
a.Find the probability that a randomly selected pregnancy is less than250 days.Round to 3 decimals.
b.Find the probability that a randomly selected pregnancy is between250 and 280days.Round to 3 decimals.
c.Find the pregnancy duration(in days) that separates the bottom 90% of pregnancies fromthe top 10%.Roundto the nearestwholeday.
Solution :
Given that,
mean = = 268
standard deviation = = 15
a ) P( x < 250 )
P ( x - / ) < ( 250 - 268 / 15)
P ( z < -18 / 15 )
P ( z < -1.2)
= 0.1151
Probability = 0.1151
b ) P ( 250 < x < 280 )
P ( 250 - 268 / 15) < ( x - / ) < ( 280 - 268 / 15)
P ( - 18 / 15 < z < 12 / 15 )
P (-1.2 < z < 0.8 )
P ( z < 0.8 ) - P ( z < -1.2)
Using z table250
= 0.7881 - 0.1151
= 0.6730
Probability = 0.6730
c ) P(Z < z) = 90%
P(Z < z) = 0.90
P(Z < 1.282) = 0.90
z = 1.28
Using z-score formula,
x = z * +
x = 1.28 * 15 + 268
x = 287.2