In: Statistics and Probability
A random sample of married people were asked “Would you remarry your spouse if you were given the opportunity for a second time?” Of the 150 people surveyed, 127 of them said that they would do so. Find a 95% confidence interval for the proportion of married people who would NOT remarry their spouse. 0.847 0.058 Student A (male) Student score: 448 Mean exa m score: 375 Standard deviation: 32 Student B (female) Student score: 272 Mean exa m score: 247 Standard deviation: 10
A. 0.847 0.058
B. 0.847 0.510
C.0.153 ± 0.0018
D.0.153 0.163
E.0.153 0.058
Solution:
Given,
n = 150 ....... Sample size
Number of people who would remarry their spouse = 127
So ,
Number of people who would NOT remarry their spouse = 150 - 127 = 23
Let denotes the sample proportion of people who would NOT remarry their spouse.
= x/n = 23/150 = 0.153
Our aim is to construct 95% confidence interval for population proportion of people who would NOT remarry their spouse.
c = 0.95
= 1- c = 1- 0.95 = 0.05
/2 = 0.025 and 1- /2 = 0.975
Search the probability 0.975 in the Z table and see corresponding z value
= 1.96
Now , the margin of error is given by
E = /2 *
= 1.96 * [0.153 *(1 - 0.153 )/150]
= 0.058
Now , confidence interval is given by
E
0.153 0.058