In: Statistics and Probability
According to the College Board, scores on the math section of the SAT Reasoning college entrance test in a recent year had a mean of 511 and a standard deviation of 119. Assume that they are roughly normal.
(a) What was the interval spanned by the middle 95% of SAT scores?
(b) How high must a student score to be in the top 16% of SAT scores?
solution:
middle 95% of score is
P(-z < Z < z) = 0.95
P(Z < z) - P(Z < -z) = 0.95
2 P(Z < z) - 1 = 0.95
2 P(Z < z) = 1 + 0. 95= 1.95
P(Z < z) = 1.95/ 2 = 0.975
P(Z <1.96 ) = 0.975
z ±1.96
Using z-score formula
x= z * +
x= ±1.96*119+511
x= 277.76 , 744.24
interval between 277.76 to 744.24
b.
P(Z > z) =16%
= 1 - P(Z < z) = 0.16
= P(Z < z ) = 1 - 0.16
= P(Z < z ) = 0.84
= P(Z < 0.99 ) = 0.84
z =0.99 (using standard normal (Z) table )
Using z-score formula
x = z * +
x= 0.99*119+511
x= 628.81
x =623 rounded