In: Statistics and Probability
The average number of graduates for a school district has been 250 per year with a standard deviation of 30. What is the probability that the number of graduates next year will be:
a. Less than 220
b. Less than 325
c. Less than 285
d. More than 238
e. More than 300
f. More than 325
Solution :
Given that ,
mean = = 250
standard deviation = = 30
a.
P(x < 220) = P[(x - ) / < (220 - 250) / 30]
= P(z < -1)
= 0.1587
Probability = 0.1587
b.
P(x < 325) = P[(x - ) / < (325 - 250) / 30]
= P(z < 2.5)
= 0.9938
Probability = 0.9938
c.
P(x < 285) = P[(x - ) / < (285 - 250) / 30]
= P(z < 1.17)
= 0.879
Probability = 0.879
d.
P(x > 238) = 1 - P(x < 238)
= 1 - P[(x - ) / < (238 - 250) / 30)
= 1 - P(z < -0.4)
= 1 - 0.3446
= 0.6554
Probability = 0.6554
e.
P(x > 300) = 1 - P(x < 300)
= 1 - P[(x - ) / < (300 - 250) / 30)
= 1 - P(z < 1.67)
= 1 - 0.9525
= 0.0475
Probability = 0.0475
f.
P(x > 325) = 1 - P(x < 325)
= 1 - P[(x - ) / < (325 - 250) / 30)
= 1 - P(z < 2.5)
= 1 - 0.9938
= 0.0062
Probability = 0.0062