In: Statistics and Probability
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?
(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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