In: Statistics and Probability
The test grades in some class follow a normal distribution (we
will call it X) with σ = 8. Use this information (and the chart!)
to answer the following questions:
(a) If there is a 60% chance that a student scores higher than a
75, find µ, the average test grade for this class.
(b) Using the µ you found in part (a), determine P(72 ≤ X ≤
90).
Solution :
σ = 8 , X : test grades in some class
a)
P( x > 75 ) = 0.6000
P ( x < 75 ) = 1-0.6000 = 0.4000
Form Normal distribution table,
z = -0.25
We know that , x = zσ + µ
75 = -0. 25*8 + µ
µ = 75 + 0. 25*8
µ = 77
Answer : µ = 77
b)
P(72 ≤ X ≤ 90) = P((72-µ)/σ≤ z ≤(90-µ)/σ)
= P(-0.63 < z < 1.63)
= 0.94845 - 0.26435
= 0.6841
P(72 ≤ X ≤ 90) = 0.6841