In: Statistics and Probability
In a random sample of 115 trombone players, 13 were female. Construct a 99% confidence interval for the proportion of trombone players that are female.
Solution :
Given that,
n = 115
x = 13
Point estimate = sample proportion = = x / n = 13/115=0.113
1 - = 0.887
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576 ( Using z table )
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.576 (((0.113*0.887) /115 )
= 0.076
A 99% confidence interval for population proportion p is ,
- E < p < + E
0.113 +-0.076
(0.037,0.189)