In: Statistics and Probability
1. The average of a random sample of 10 scores on a college placement exam is x ¯= 75, and the sample standard deviation is s = 8.4. Assuming that the collection of all scores on the exam is approximately normally distributed, find a 90 percent confidence interval for the mean score.
2. In a random sample of 100 eligible voters, 85 preferred candidate A over candidate B. Find a 99 percent confidence interval for the proportion p of voters favoring candidate A.
Solution :
Given that,
1.
t
/2,df = 1.833
Margin of error = E = t/2,df
* (s /
n)
= 1.833 * (8.4 /
10)
Margin of error = E = 4.9
The 90% confidence interval estimate of the population mean is,
- E <
<
+ E
75 - 4.9 <
< 75 + 4.9
70.1 <
< 79.9
(70.1 , 79.9)
2.
Point estimate = sample proportion =
= x / n = 85 / 100= 0.850
1 -
= 1 - 0.850 = 0.15
Z/2
= 2.576
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 2.576 * (((0.850
* 0.15) / 100)
Margin of error = E = 0.092
A 99% confidence interval for population proportion p is ,
- E < p <
+ E
0.850 - 0.092 < p < 0.850 + 0.092
0.758 < p < 0.942
The 99% confidence interval for the population proportion p is : 0.758 . 0.942