In: Statistics and Probability
The ages of a group of 50 women are approximately normally distributed with a mean of 51 years and a standard deviation of 6 years. One woman is randomly selected from the group, and her age is observed.
a. Find the probability that her age will fall between 56 and 61 years.
b. Find the probability that her age will fall between 48 and 51 years.
c. Find the probability that her age will be less than 35 years
. d. Find the probability that her age will exceed 40 years.
Solution :
Given that ,
a.
P(56 < x < 61) = P[(56 - 51)/ 6) < (x - ) / < (61 - 57) / 6) ]
= P(0.83 < z < 1.67)
= P(z < 1.67) - P(z < 0.83)
= 0.9525 - 0.7967
= 0.1558
Probability = 0.1558
b.
P(48 < x < 51) = P[(48 - 51)/ 6) < (x - ) / < (51 - 51) / 6) ]
= P(-0.5 < z < 0)
= P(z < 0) - P(z < -0.5)
= 0.5 - 0.3085
= 0.1915
Probability = 0.1515
c.
P(x < 35) = P[(x - ) / < (35 - 51) / 6]
= P(z < -2.67)
= 0.0038
Probability = 0.0038
d.
P(x > 40) = 1 - P(x < 40)
= 1 - P[(x - ) / < (40 - 51) / 6)
= 1 - P(z < -1.83)
= 1 - 0.0336
= 0.9664
Probability = 0.9664