In: Statistics and Probability
Rasmussen reported that 1000 taxpayers were surveyed recently and 610 said they believe that tax cuts help the economy. What is the 99% confidence interval for the true proportion of voters saying that tax cuts will help the economy?
Solution :
Given that,
n = 1000
x = 610
Point estimate = sample proportion = = x / n = 610/1000=0.61
1 - = 1- 0.61 =0.39
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* (((0.61*0.39) /1000 )
E = 0.0489
A 99% confidence interval for population proportion p is ,
- E < p < + E
0.61-0.0489 < p < 0.61+0.0489
0.5611< p < 0.6589
The 99% confidence interval for the population proportion p is : 0.5611, 0.6589