Question

In: Statistics and Probability

Researchers in a populous country contacted more than​ 25,000 inhabitants aged 23 years to see if...

Researchers in a populous country contacted more than​ 25,000 inhabitants aged 23 years to see if they had finished high​ school; 85.9 % of the 12 comma 983 males and 80.2​% of the 12 comma 921 females indicated that they had high school diplomas. ​a) What assumptions are necessary to satisfy the conditions necessary for​ inference? ​b) Create a 95​% confidence interval for the difference in graduation rates between males and​ females, p Subscript males Baseline minus p Subscript females. ​c) Interpret your confidence interval. ​d) Is there evidence that boys are more likely than girls to complete high​ school?

Solutions

Expert Solution

(a) Assume the samples are independent and representative of all recent graduates.

(b) (0.048, 0.066)

(c) There is a 95% confidence that the graduation rate of 25-year-old males is greater than that of 25-year-old females by an amount in the interval.

(d) There is evidence that the graduation rate of boys is greater than girls.

p1 p2 pc
0.859 0.802 0.8306 p (as decimal)
11152/12983 10363/12921 21515/25904 p (as fraction)
11152.397 10362.642 21515.039 X
12983 12921 25904 n
0.057 difference
0. hypothesized difference
0.0047 std. error
12.23 z
0.00E+00 p-value (two-tailed)
0.048 confidence interval 95.% lower
0.066 confidence interval 95.% upper
0.0091 margin of error

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