In: Statistics and Probability
Find the 10 th and the 90 th percentiles of sample proportion ^ p , if the population proportion p = 0.15 and the sample size n = 125.
Solution
Given that,
p = 0.15
1 - p = 1 - 0.15 = 0.85
n = 125
= p = 0.15
[p ( 1 - p ) / n] = [(0.15 * 0.85) / 125 ] = 0.0319
a) Using standard normal table,
P(Z < z) = 10%
= P(Z < z ) = 0.10
= P(Z < -1.282 ) = 0.10
z = -1.282
Using z-score formula,
= z * +
= -1.282 * 0.0319 + 0.15
= 0.11
b) Using standard normal table,
P(Z < z) = 90%
= P(Z < z ) = 0.90
= P(Z < 1.282 ) = 0.90
z = 1.282
Using z-score formula,
= z * +
= 1.282 * 0.0319 + 0.15
= 0.19