In: Statistics and Probability
A political candidate is anxious about the outcome of the election. Complete parts (a) and (b) below.
a) To have his next survey result produce a 95% confidence interval with a margin of error of no more than 0.034 how many eligible voters are needed in the sample?
(b) If the candidate fears that he's way behind and needs to save money, how many voters are needed if he expects that his percentage among voters p is near 0.25?
Solution :
Given that,
= 0.5
1 - = 1 - 0.5= 0.5
margin of error = E = 0.034
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table ( see the 0.025 value in standard normal (z) table corresponding z value is 1.96 )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.96 / 0.034)2 * 0.5* 0.5
= 831
Sample size = 831
b.
Solution :
Given that,
= 0.25
1 - = 1 - 0.25 = 0.75
margin of error = E = % = 0.034
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.96 ( Using z table ( see the 0.025 value in standard normal (z) table corresponding z value is 1.96 )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.96 / 0.034)2 * 0.25 * 0.75
= 623
Sample size = 623