In: Statistics and Probability
Use the figure to the right, which shows the percentages of adults from several countries who favor building new nuclear power plants in their country.
The results of the survey in which 1001 adults from Country A, 1025 adults from Country B, 1012 adults from country C, 1018 adults from Country D, and 1010 adults from country E were asked whether national identity is strongly tied to birthplace.
Country a: 36%
County b: 22%
Country c: 28%
Country d: 45%
Country e: 11%
1) The 99% confidence interval for the proportion of adults from Country A who say national identity is strongly tied to birthplace is (__ , __) (Round three decimal places as needed.
2) The 99% confidence interval for the proportion of adults from Country B who say national identity is strongly tied to birthplace is (__ , __) (Round three decimal places as needed.
3) The 99% confidence interval for the proportion of adults from Country C who say national identity is strongly tied to birthplace is (__ , __) (Round three decimal places as needed.
4) The 99% confidence interval for the proportion of adults from Country D who say national identity is strongly tied to birthplace is (__ , __) (Round three decimal places as needed.
5) The 99% confidence interval for the proportion of adults from Country E who say national identity is strongly tied to birthplace is (__ , __) (Round three decimal places as needed.
Solution:
Here, we have to find the confidence intervals for the population proportions. Confidence level for all intervals is given as 99%. The confidence interval formula is given as below:
Confidence interval = P -/+ Z*sqrt(P*(1 – P)/N)
Where, P is the sample proportion, Z is the critical value, and N is the sample size.
C = 99% = 0.99
So, critical value Z = 2.5758 (by using z-table or excel).
Part 1
We are given
P = 0.36, N = 1001, Z = 2.5758
Confidence interval = 0.36 -/+ 2.5758*sqrt(0.36*(1 – 0.36)/1001)
Confidence interval = 0.36 -/+ 2.5758* 0.0152
Confidence interval = 0.36 -/+ 0.0391
Lower limit = 0.36 – 0.0391 = 0.3209
Upper limit = 0.36 + 0.0391 = 0.3991
Confidence interval = (0.3209, 0.3991)
The 99% confidence interval for the proportion of adults from Country A who say national identity is strongly tied to birthplace is (0.321, 0.399).
Part 2
We are given
P = 0.22, N = 1025, Z = 2.5758
Confidence interval = 0.22 -/+ 2.5758*sqrt(0.22*(1 – 0.22)/1025)
Confidence interval = 0.22 -/+ 0.0333
Lower limit = 0.22 – 0.0333 = 0.1867
Upper limit = 0.22 + 0.0333 = 0.2533
The 99% confidence interval for the proportion of adults from Country B who say national identity is strongly tied to birthplace is (0.187, 0.253).
Part 3
We are given
P = 0.28, N = 1012, Z = 2.5758
Confidence interval = 0.28 -/+ 2.5758*sqrt(0.28*(1 – 0.28)/1012)
Confidence interval = 0.28 -/+ 0.0364
Lower limit = 0.28 – 0.0364 = 0.2436
Upper limit = 0.28 + 0.0364 = 0.3164
The 99% confidence interval for the proportion of adults from Country C who say national identity is strongly tied to birthplace is (0.244, 0.316).
Part 4
We are given
P = 0.45, N = 1018, Z = 2.5758
Confidence interval = 0.45 -/+ 2.5758*sqrt(0.45*(1 – 0.45)/1018)
Confidence interval = 0.45 -/+ 0.0402
Lower limit = 0.45 – 0.0402 = 0.4098
Upper limit = 0.45 + 0.0402 = 0.4902
The 99% confidence interval for the proportion of adults from Country D who say national identity is strongly tied to birthplace is (0.410, 490).
Part 5
We are given
P = 0.11, N = 1010, Z = 2.5758
Confidence interval =0.11 -/+ 2.5758*sqrt(0.11*(1 – 0.11)/1010)
Confidence interval =0.11 -/+ 0.0254
Lower limit = 0.11 – 0.0254 = 0.0846
Upper limit = 0.11 + 0.0254 = 0.1354
The 99% confidence interval for the proportion of adults from Country E who say national identity is strongly tied to birthplace is (0.085, 0.135).