In: Statistics and Probability
Working at home: According to the U.S Census Bureau, 34% of men who worked at home were college graduates. In a sample of 500 women who worked at home, 170 were college graduates.
(a) Find a point estimate for the proportion of college graduates among women who work at home. Round the answer to at least three decimal places.
=0.340
(b) Construct a 90% confidence interval for the proportion of women who work at home who are college graduates. Round the answer to at least three decimal places.
Solution :
Given that,
Point estimate = sample proportion =
= x / n = 170 / 500 = 0.340
1 -
= 0.660
Z/2
= 1.645
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 1.645 *
[(0.340 * 0.660) / 500]
= 0.035
At 90% confidence interval for population proportion p is ,
- E < p <
+ E
0.340 - 0.035 < p < 0.340 + 0.035
0.305 < p < 0.375
Lower bound = 0.305
Upper bound = 0.375