Answered

If the claim in part (c) is tested using this sample data, we get this confidence interval: [tex]-0.000482 \ \textless \ p_1 - p_2 \ \textless \ -0.000329[/tex]. What does this confidence interval suggest about the claim?

Because the confidence interval does not contain [tex]0[/tex], there appears to be a significant difference between the two proportions. Because the confidence interval consists only of values less than the significance level, it appears that the first proportion is less than the second proportion. There is evidence to support the claim that the rate of polio is less for children given the vaccine than it is for children given a placebo.



Answer :

Given the confidence interval [tex]\(-0.000482 < p_1 - p_2 < -0.000329\)[/tex]:

1. Understanding the Confidence Interval:
- The confidence interval provides a range of values within which the true difference in proportions [tex]\( p_1 - p_2 \)[/tex] is likely to fall.
- Here, [tex]\( p_1 \)[/tex] represents the proportion of children who got polio after receiving the vaccine, and [tex]\( p_2 \)[/tex] represents the proportion of children who got polio after receiving a placebo.

2. Analyzing the Claim:
- The claim suggests that the rate of polio is different between the group given the vaccine and the group given the placebo.
- We need to see if this interval includes zero to determine if there is a significant difference between the rates.

3. Interpreting the Results:
- The confidence interval does not include zero (0). This implies there's no overlap including zero between the lower and upper bounds of the interval.
- Because the confidence interval does not contain zero, it suggests there is a significant difference between the two proportions.

4. Direction of the Difference:
- The entire confidence interval consists of values less than zero. This indicates that [tex]\( p_1 - p_2 \)[/tex] is consistently negative within the interval.
- Since [tex]\( p_1 < p_2 \)[/tex] within this range, it suggests that the proportion of children who got polio is less in those given the vaccine compared to those given the placebo.

To summarize:
- Because the confidence interval does not contain zero, there does appear to be a significant difference between the two proportions.
- Because the confidence interval consists only of negative values, it appears that the first proportion ([tex]\( p_1 \)[/tex]) is less than the second proportion ([tex]\( p_2 \)[/tex]).
- There is evidence to support the claim that the rate of polio is less for children given the vaccine than it is for children given a placebo.