In: Statistics and Probability
In a 2015 Gallup poll of 804 randomly selected adults living in the 50 U.S. states and the District of Columbia, 466 felt that gay and lesbian relationships were morally acceptable. Construct a 95% confidence interval for the proportion of Americans who feel that gay and lesbian relationships are morally acceptable
Solution :
Given that,
n = 804
x = 466
= x / n =466 / 804 = 0.580
1 - = 1 - 0.580 = 0.420
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.05 = 1.960
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.960 * (((0.580 * 0.420) / 804 )
= 0.034
A 95 % confidence interval for population proportion p is ,
- E < P < + E
0.580 - 0.034 < p < 0.580 + 0.034
0.546 < p < 0.614
The 95% confidence interval for the population proportion p is : ( 0.546 , 0.614)