In: Statistics and Probability
A city ballot includes a local initiative that would legalize gambling. The issue is hotly contested, and two groups decide to conduct polls to predict the outcome. The local newspaper finds that 55% of 500 randomly selected voters plan to vote "yes," while a college Statistics class finds 54% of 1300 randomly selected voters in support. Both groups will create 99% confidence intervals. Assume that all voters know how they intend to vote and that the initiative requires a majority vote to pass. Complete parts a through c below. b.) find both confidence intervals c.) which group concludes that the outcome is too close to call? Why?
Question (b)
99% confidence interval for local newspaper
Given porportion of votes who plan to vote "yes" is 55% or 0.55
So = 0.55
n = 500
= 1- confidecne level
= 1- 0.99
= 0.01
/2 = 0.005
The z-score for which the area to its left is 0.995 will be Z/2
So Z/2 = 2.576 which has an area of 0.995 to its left
The 99% confidence interval for local newspaper = Z/2 * * (1-) / n
= 0.55 2.576 * 0.55 * 0.45 / 500
= 0.55 2.576 * 0.000495
= 0.55 2.576 * 0.022249
= 0.55 0.057312
= (0.4926888, 0.607312)
The 99% confidence interval for local newspaper is (0.4927, 0.6073) rounded to 4 decimals
99% confidence interval for College's Stastistics class
Given porportion of votes who plan to vote "yes" is 54% or 0.54
So = 0.54
n = 1300
= 1- confidecne level
= 1- 0.99
= 0.01
/2 = 0.005
The z-score for which the area to its left is 0.995 will be Z/2
So Z/2 = 2.576 which has an area of 0.995 to its left
The 99% confidence interval for Colleg's Statistics class = Z/2 * * (1-) / n
= 0.54 2.576 * 0.54 * 0.46 / 1300
= 0.55 2.576 * 0.000191
= 0.55 2.576 * 0.013823
= 0.55 0.035608
= (0.504392, 0.575608)
The 99% confidence interval for College's statistics class is (0.5044, 0.5756) rounded to 4 decimals
Question (c)
The outcome is too close to call for the group that has a narrower confidence interval than the other
Here the 99% confidence interval for College's statistics class is narrower or lower than the 99% confidence interval for local newspaper
So the college's statistic class group concludes that the outcome is too close to call